Technical Reports
2016
2015
2014
- Jürgen Schmidhuber, Deep Learning in Neural Networks: An Overview, IDSIA-03-14
- Eduardo Feo Flushing Luca Gambardella Gianni A. Di Caro, Collaborative Missions with Heterogeneous Teams: Mathematical Model and Solution Approach, IDSIA‑02‑14
- Alessandro Antonucci Cassio P De Campos Marco Zaffalon, Probabilistic Graphical Models, Technical Report IDSIA‑01‑14
2013
- Cassio P. de Campos, NP-hardness of MAP in Ternary Tree Bayesian Networks, IDSIA-06-13
- Rupesh Kumar Srivastava Jonathan Masci S. Kazerounian F. Gomez J. Schmidhuber, Compete to Compute,IDSIA‑04‑13
- A. Benavoli, The generalised moment based filter, IDSIA-03-13
- Denis D. Mauá Cassio Polpo de Campos Alessio Benavoli Alessandro Antonucci, On the Complexity of Strong and Epistemic Credal Networks, IDSIA‑02‑13
- Alessandro Giusti Dan Ciresan Jonathan Masci Luca Maria Gambardella Juergen Schmidhuber, Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks , IDSIA‑01‑13
2012
- Matteo Salani Lorenzo Ruinelli Luca Maria Gambardella, Constraint violation in vehicle routing, IDSIA‑08‑12
- Alessandro Giusti Matteo Salani Gianni A. Di Caro Andrea Emilio Rizzoli Luca Maria Gambardella, Restricted neighborhood communication improves decentralized demand-side load management, IDSIA‑07‑12
- Michal Kudelski Marco Cinus Luca Maria Gambardella and Gianni A. Di Caro, A Framework for Realistic Simulation of Networked Multi-Robot Systems, IDSIA‑06‑12
- Feo Eduardo and Gambardella Luca Maria and Di Caro Gianni, Strategic Control of Proximity Relationships in Heterogeneous Search and Rescue Teams,IDSIA-05-12
- Dan Ciresan Ueli Meier Juergen Schmidhuber, Multi-column Deep Neural Networks for Image Classification , IDSIA-04-12
- Marco Zaffalon Giorgio Corani Denis Mauà,Evaluating credal classifiers by utility-discounted predictive accuracy ,IDSIA-03-12
- Alessio Benavoli Marco Zaffalon, Density-ratio robustness in dynamic state estimation, IDSIA-02-2012
- Alessandro Antonucci Marco Cattaneo Giorgio Corani, Likelihood-Based Robust Classification with Bayesian Networks, IDSIA‑01‑12
2011
- Lorenzo Ruinelli Matteo Salani Luca Maria Gambardella ,Column Generation for a Rich VRP , IDSIA‑08‑11
- Varun R Kompella Matthew Luciw Juergen Schmidhuber ,Incremental Slow Feature Analysis: Adaptive and Episodic Learning from High-Dimensional Input Streams,IDSIA-07-11
- Dennis Weyland Roberto Montemanni Luca Maria Gambardella, Convergence Results for Vehicle Routing Problems with Stochastic Demands, IDSIA-06-11
- Matteo Salani Alessandro Giusti Gianni Di Caro Andrea Rizzoli Luca Gambardella, Lexicographic multi-objective optimization for the unit commitment problem and economic dispatch in a microgrid, IDSIA-05-11
- Frederick Ducatelle Gianni Di Caro C. Pinciroli F. Mondada Luca Maria Gambardella, Communication assisted navigation in robotic swarms: self-organization and cooperation, IDSIA-04-11
- Dan Ciresan Ueli Meier Luca M Gambardella, Juergen Schmidhuber, Handwritten Digit Recognition with a Committee of Deep Neural Nets on GPUs, IDSIA-03-2011
- Jan Koutnik Faustino Gomez Ju ̈rgen Schmidhuber, Fourier Networks, IDSIA-02-11
- Dan Ciresan Ueli Meier Jonathan Masci Luca M Gambardella Juergen Schmidhuber, High-Performance Neural Networks for Visual Object Classification, IDSIA-01-11
2010
- Tom Schaul Yi Sun Daan Wierstra Faustino Gomez Juergen Schmidhuber, Curiosity-driven Optimization, IDSIA-03-10
- G. Corani A. Antonucci M. Zaffalon, Bayesian Networks with Imprecise Probabilities: Theory and Application to Classification, IDSIA-02-10
- Frederick Ducatelle Gianni Di Caro Luca Maria Gambardella, Cooperative Self-Organization in a Heterogeneous Swarm Robotic System, IDSIA-01-10
2009
- A. Benavoli M. Zaffalon E. Miranda, Robust filtering through coherent lower previsions, IDSIA-05-09
- Alberto Piatti Marco Zaffalon Fabio Trojani Marcus Hutter, Limits of Learning about a Categorical Latent Variable under Prior Near-Ignorance, IDSIA-04-09
- Gert de Cooman Filip Hermans Alessandro Antonucci Marco Zaffalon, Epistemic irrelevance in credal networks: the case of imprecise Markov trees, IDSIA-03-09
- János Barta Valeria Leggieri Roberto Montemanni Paolo Nobili Chefi Triki, Minimum Power Multicasting in Wireless Networks under Probabilistic Node Failures, IDSIA-02-09
- F. Ducatelle A. Förster G.A. Di Caro L.M. Gambardella, Task allocation in robotic swarms: new methods and comparisons, IDSIA-01-09
2008
- Shane Legg Marcus Hutter, Temporal Difference Updating without a Learning Rate , IDSIA-09-08
- D. Ryabko M. Hutter, On the Possibility of Learning in Reactive Environments with Arbitrary Dependence, IDSIA-08-08
- Matteo Gagliolo Juergen Schmidhuber, Algorithm Selection as a Bandit Problem with Unbounded Losses, IDSIA-07-08
- F.Ducatelle G.A. Di Caro L. M. Gambardella, Robot Navigation in a Networked Swarm, IDSIA-06-08
- Gianni A. Di Caro Frederick Ducatelle Luca M. Gambardella, Ant Colony Optimization for Routing in Mobile Ad Hoc Networks in Urban Environments, IDSIA-05-08
- Santiago Fernandez Alex Graves Juergen Schmidhuber, Phoneme recognition in TIMIT with BLSTM-CTC, IDSIA-04-08
- R. Montemanni L.M. Gambardella, Robust shortest path problems with uncertain costs, IDSIA-03-08
- Frederick Ducatelle Gianni Di Caro Luca Maria Gambardella, A New Approach for Integrating Proactive and Reactive Routing in Mobile Ad Hoc Networks, IDSIA-02-08
- Daan Wierstra Tom Schaul Jan Peters Juergen Schmidhuber, Natural Evolution Strategies, IDSIA-01-08
2007
- Roberto Montemanni Derek H. Smith, Heuristic construction of constant weight binary codes, IDSIA-12-07
- Shane Legg Marcus Hutter,Tests of Machine Intelligence, IDSIA-11-07
- Shane Legg Marcus Hutter, Universal Intelligence: A Definition of Machine Intelligence, IDSIA-10-07
- Giorgio Corani Marco Zaffalon, JNCC2: the Java implementation of the Naive Credal Classifier2, IDSIA-09-07
- Giorgio Corani Marco Zaffalon, Naive Credal Classifier 2: a robust approach to classification for small and incomplete data sets, IDSIA-08-07
- Shane Legg Marcus Hutter, A Collection of Definitions of Intelligence, IDSIA-07-07
- Leonora Bianchi Luca Maria Gambardella, Ant Colony Optimization and Local Search based on Exact and Estimated Objective Values for the Probabilistic Traveling Salesman Problem, IDSIA-06-07
- Alberto Piatti Marco Zaffalon Fabio Trojani Marcus Hutter, Learning about a Categorical Latent Variable under Prior Near-Ignorance, IDSIA-05-07
- Alex Graves Santiago Fernandez Juergen Schmidhuber, Multi-Dimensional Recurrent Neural Networks, IDSIA-04-07
- Daniil Ryabko, Using Data Compressors to Construct Rank Tests, IDSIA-03-07
- Matteo Gagliolo Jürgen Schmidhuber, Learning Dynamic Algorithm Portfolios, IDSIA-02-07
- Frederick Ducatelle Gianni Di Caro Luca Maria Gambardella, A study on the use of MANETs in an urban environment, IDSIA-01-07
2006
- Marcus Hutter Shane Legg, Fitness Uniform Optimization, IDSIA-16-06
- Alexey Chernov Juergen Schmidhuber, Asymmetric Planning for Incremental Real-Time Heuristic Search,IDSIA-15-06
- Daniil Ryabko Marcus Hutter, On Sequence Prediction for Arbitrary Measures,IDSIA-13-06
- Shane Legg, Is there an Elegant Universal Theory of Prediction?,IDSIA-12-06
- Marcus Hutter, General Discounting versus Average Reward,IDSIA-11-06
- Shane Legg Marcus Hutter, A Formal Measure of Machine Intelligence,IDSIA-10-06
- Daniil Ryabko Marcus Hutter, Asymptotic Learnability of Reinforcement Problems with Arbitrary Dependence,IDSIA-09-06
- Leonora Bianchi Marco Dorigo Luca Maria Gambardella Walter J Gutjahr, Metaheuristics in Stochastic Combinatorial Optimization: a Survey,IDSIA-08-06
- Gianni A Di Caro Frederick Ducatelle Luca M Gambardella, Studies of routing performance in a city-like testbed for mobile ad hoc networks,IDSIA-07-06
- Boris Ryabko Daniil Ryabko, Provably Secure Universal Steganographic Systems,IDSIA-06-06
- Viktor Zhumatiy Faustino Gomez Marcus Hutter Juergen Schmidhuber, Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot,IDSIA-05-06
- Jan Poland Marcus Hutter, MDL Convergence Speed for Bernoulli Sequences,IDSIA-04-06
- Marcus Hutter, On the Foundations of Universal Sequence Prediction,IDSIA-03-06
- Leonora Bianchi Luca Maria Gambardella Marco Dorigo, Ant Colony Optimization and Local Search for the Probabilistic Traveling Salesman Problem,IDSIA-02-06
- Roberto Montemanni Janos Barta Luca Maria Gambardella, Heuristic and preprocessing techniques for the robust traveling salesman problem with interval data,IDSIA-01-06
2005
- Roberto Montemanni Janos Barta Luca Maria Gambardella, The robust traveling salesman problem with interval data,IDSIA-20-05
- Juergen Schmidhuber Matteo Gagliolo Daan Wierstra Faustino Gomez, Evolino for Recurrent Support Vector Machines,IDSIA-19-05
- Jan Poland Marcus Hutter, Universal Learning of Repeated Matrix Games,IDSIA-18-05
- Daniil Ryabko, On computability of pattern recognition problems,IDSIA-17-05
- Alexey Chernov Marcus Hutter, Monotone Conditional Complexity Bounds on Future Prediction Errors,IDSIA-16-05
- Jan Poland Marcus Hutter, Defensive Universal Learning with Experts,IDSIA-15-05
- Marcus Hutter, Bayesian Regression of Piecewise Constant Functions,IDSIA-14-05
- Jan Poland Marcus Hutter, Asymptotics of Discrete MDL for Online Prediction,IDSIA-13-05
- Alexey Chernov Juergen Schmidhuber, On decrease of a priori randomness deficiency,IDSIA-12-05
- Alexey Chernov Juergen Schmidhuber, Prefix-like Complexities of Finite and Infinite Sequences on Generalized Turing Machines,IDSIA-11-05
- Marcus Hutter Jan Poland, Adaptive Online Prediction by Following the Perturbed Leader,IDSIA-10-05
- Alex Graves Nicole Beringer Juergen Schmidhuber, Rapid Retraining on Speech Data with LSTM Recurrent Networks,IDSIA-09-05
- Alessandro Antonucci Marco Zaffalon, Fast Algorithms for robust classification with Bayesian Nets,IDSIA-08-05
- N Beringer A Graves F Schiel J Schmidhuber, Classifying unprompted speech by retraining LSTM Nets,IDSIA-07-05
- L Bianchi M Birattari M Chiarandin M Manfrin M Mastrolilli L Paquete O Rossi-Doria T Schiavinotto, Hybrid Metaheuristics for the Vehicle Routing Problem with Stochastic Demands,IDSIA-06-05
- Marcus Hutter, On Generalized Computable Universal Priors and their Convergence,IDSIA-05-05
- Shane Legg Marcus Hutter, A Universal Measure of Intelligence for Artificial Agents,IDSIA-04-05
- Igor Fischer Jan Poland, Amplifying the Block Matrix Structure for Spectral Clustering,IDSIA-03-05
- Jan Poland Marcus Hutter, Strong Asymptotic Assertions for Discrete MDL in Regression and Classification,IDSIA-02-05
- Jan Poland Marcus Hutter, Master Algorithms for Active Experts Problems based on Increasing Loss Values,IDSIA-01-05
2004
- Frederick Ducatelle Gianni Di Caro Luca Maria Gambardella, Using Ant Agents to Combine Reactive and Proactive Strategies for Routing in Mobile Ad Hoc Networks,IDSIA-28-04
- Gianni Di Caro Frederick Ducatelle Luca Maria Gambardella, AntHocNet: An Adaptive Nature-Inspired Algorithm for Routing in Mobile Ad Hoc Networks,IDSIA-27-04
- Frederick Ducatelle Gianni Di Caro Luca Maria Gambardella, Ant Agents for Hybrid Multipath Routing in Mobile Ad Hoc Networks,IDSIA-26-04
- Gianni Di Caro Frederick Ducatelle Luca Maria Gambardella, AntHocNet: an Ant-Based Hybrid Routing Algorithm for Mobile Ad HocNetworks,IDSIA-25-04
- Marcus Hutter, Fast Non-Parametric Bayesian Inference on Infinite Trees,IDSIA-24-04
- Matteo Gagliolo Viktor Zhumatiy Juergen Schmidhuber, Adaptive Online Time Allocation to Search Algorithms,IDSIA-23-04
- Christoph Ambühl, An Optimal Bound for the MST Algorithm to Compute Energy Efficient Broadcast Trees in Wireless Networks,IDSIA-22-04
- Shane Legg Marcus Hutter, Ergodic MDPs Admit Self-Optimising Policies,IDSIA-21-04
- Shane Legg Marcus Hutter, A Taxonomy for Abstract Environments,IDSIA-20-04
- Nicole Beringer, Human Language Acquisition methods in a Machine Learning Task,IDSIA-19-04
- Nicole Beringer, How to Integrate Phonetic and Linguistic Knowledge in a Text-to-Phoneme Conversion Task: A Syllabic TPC Tool for French,IDSIA-18-04
- Faustino J Gomez Juergen Schmidhuber, Co-Evolving Recurrent Neurons Learn Deep Memory POMDPs,IDSIA-17-04
- Marcus Hutter, Sequential Predictions based on Algorithmic Complexity,IDSIA-16-04
- A E Rizzoli F Oliverio R Montemanni L M Gambardella, Ant Colony Optimisation for vehicle routing problems: from theory to applications,IDSIA-15-04
- Marcus Hutter Andrej Muchnik, Universal Convergence of Semimeasures on Individual Random Sequences, IDSIA-14-04
- Jan Poland Marcus Hutter, On the Convergence Speed of MDL Predictions for Bernoulli Sequences,IDSIA-13-04
- Igor Fischer Jan Poland, New Methods for Spectral Clustering,IDSIA-12-04
- Shane Legg Marcus Hutter, Fitness Uniform Deletion: A Simple Way to Preserve Diversity,IDSIA-11-04
- Jan Poland, Explicit Local Models: Towards "Optimal" Optimization Algorithms,IDSIA-09-04
- Marcus Hutter Jan Poland, Prediction with Expert Advice by Following the Perturbed Leader for General Weights,IDSIA-08-04
- L Bianchi M Birattari M Chiarandini M Manfrin M Mastrolilli L Paquete O Rossi-Doria, Research on the Vehicle Routing Problem with Stochastic Demand,IDSIA-07-04
- Leonora Bianchi Mauro Birattari Max Manfrin Monaldo Mastrolilli Luis Paquete Olivia Rossi-Doria Tommaso Schiavinotto, Metaheuristics for the Vehicle Routing Problem with Stochastic Demands,IDSIA-06-04
- Jan Poland, A Coding Theorem for Enumerable Output Machines,IDSIA-05-04
- Shane Legg Marcus Hutter Akshat Kumar, Tournament versus Fitness Uniform Selection,IDSIA-04-04
- Jan Poland Marcus Hutter, Convergence of Discrete MDL for Sequential Prediction,IDSIA-03-04
- Alessandro Antonucci Andrea Salvetti Marco Zaffalon, Hazard Assessment of Debris Flows by Credal Networks,IDSIA-02-04
- Leonora Bianchi Ann Melissa Campbell, Extension of the 2-p-opt and 1-shift Algorithms to the Heterogeneous Probabilistic Traveling Salesman Problem,IDSIA-01-04
2003
- Gianni A Di Caro, Analysis of simulation environments for mobile ad hoc networks,IDSIA-24-03
- Roberto Montemanni Luca Maria Gambardella, An exact algorithm for the min-power symmetric connectivity problem in wireless networks,IDSIA-23-03
- Giovanni C Pettinaro Ivo W Kwee Luca M Gambardella, Swarmbot3D User Manual,IDSIA-22-03
- Giovanni C Pettinaro Ivo W Kwee Luca M Gambardella, Definition Implementation and Calibration of the Swarmbot3D Simulator,IDSIA-21-03
- Giovanni C Pettinaro Ivo W Kwee Luca M Gambardella, Acceleration of 3D Dynamics Simulation of S-Bot Mobile Robots using Multi-Level Model Switching,IDSIA-20-03
- Juergen Schmidhuber, Gödel machines: self-referential universal problem solvers making provably optimal self-improvements,IDSIA-19-03
- Leonora Bianchi Joshua Knowles Neill Bowler, Local search for the probabilistic traveling salesman problem: correction to the 2-p-opt and 1-shift algorithms,IDSIA-18-03
- Alberto V Donati Roberto Montemanni Norman Casagrande Andrea E Rizzoli Luca M Gambardella, Time Dependent Vehicle Routing Problem with a Multi Ant Colony System,IDSIA-17-03
- Ray J Solomonoff, Progress in Incremental Machine Learning,IDSIA-16-03
- Hutter Marcus Zaffalon Marco, Bayesian Treatment of Incomplete Discrete Data applied to Mutual Information and Feature Selection,IDSIA-15-03
- Eck Douglas Graves Alex Schmidhuber Juergen, A New Approach to Continuous Speech Recognition Using LSTM Recurrent Neural Networks,IDSIA-14-03
- Graves Alex Eck Douglas Schmidhuber Juergen, Comparing LSTM Recurrent Networks with Spiking Recurrent Networks on the Recognition of Spoken Digits,IDSIA-13-03
- De Cooman G Zaffalon M, Updating probabilities with incomplete observations,IDSIA-12-03
- Marco Zaffalon Marcus Hutter, Robust inference of trees,IDSIA-11-03
- Marcus Hutter, Sequence Prediction based on Monotone Complexity,IDSIA-09-03
- Alberto V Donati Roberto Montemanni Luca M Gambardella Andrea E Rizzoli, Integration of a Robust Shortest Path Algorithm with a Time Dependent Vehicle Routing Model and Applications,IDSIA-08-03
- Mastrolilli M, Notes on Max Flow Time Minimization with Controllable Processing Times,IDSIA-07-03
- Mastrolilli M, Scheduling to Minimize Max Flow Time: Off-line and On-line Algorithms,IDSIA-06-03
- Hutter Marcus, On the Existence and Convergence of Computable Universal Priors,IDSIA-05-03
- Juergen Schmidhuber, The New AI: General & Sound & Relevant for Physics,IDSIA-04-03
- Hutter Marcus, Robust Estimators under the Imprecise Dirichlet Model,IDSIA-03-03
- Donati Alberto V Gambardella Luca M Casagrande Norman Rizzoli Andrea, Dependent Vehicle Routing Problem with an Ant Colony System,IDSIA-02-03
- Hutter Marcus, A Gentle Introduction to The Universal Algorithmic Agent AIXI,IDSIA-01-03
2002
- Bram Bakker, Advantage(lambda) learning,IDSIA-26-02
- Donati Alberto V Gambardella Luca Maria Rizzoli Andrea E Montemanni Roberto, Logistica Urbana Delle Merci,IDSIA-24-02
- Montemanni Roberto Gambardella Luca M Rizzoli Andrea E Donati Alberto V, A new algorithm for a Dynamic Vehicle Routing Problem based on Ant Colony System,IDSIA-23-02
- Eck Douglas, Real-Time Musical Beat Induction with Spiking Neural Networks,IDSIA-22-02
- Bianchi Leonora Knowles Joshua, Local search for the probabilistic traveling salesman problem: a proof of the incorrectness of Bertsimas' proposed 2-p-opt and 1-shift algorithms,IDSIA-21-02
- Mastrolilli Monaldo Bianchi Leonora, Core Instances for Testing: a Case Study,IDSIA-20-02
- Fishkin A V Jansen K Mastrolilli M, A PTAS for shop scheduling with release dates to minimize the average weighted completion time,IDSIA-19-02
- Rossi-Doria Olivia Sampels Michael Knowles Joshua Manfrin Max Birattari Mauro Chiarandini Marco Mastrolilli Monaldo Paechter Ben Dorigo Marco Gambardella Luca M Paquete Luis Stützle Thomas, A comparison of the performance of different metaheuristics on the timetabling problem,IDSIA-18-02
- Sampels Michael Blum Christian Rossi-Doria Olivia Mastrolilli Monaldo, Metaheuristics for Group Shop Scheduling,IDSIA-17-02
- Mastrolilli Monaldo, Efficient Approximation Schemes for Scheduling Problems with Release Dates and Delivery Times,IDSIA-16-02
- Mastrolilli Monaldo, A PTAS for the single machine scheduling problem with controllable processing times,IDSIA-15-02
- Mastrolilli Monaldo, Grouping Techniques for One Machine Scheduling Subject to Precedence Constraints,IDSIA-14-02
- Mastrolilli Monaldo Gambardella Luca M, Understanding Local Search Heuristics for MAX-SAT,IDSIA-13-02
- J Schmidhuber, Optimal Ordered Problem Solver,IDSIA-12-02
- Hutter Marcus Zaffalon Marco, Distribution of Mutual Information from Complete and Incomplete Data,IDSIA-11-02
- Montemanni Roberto Gambardella Luca M , A branch and bound algorithm for the robust spanning tree problem with interval data,IDSIA-10-02
- Montemanni Roberto Gambardella Luca M Donati Alberto V , A branch and bound algorithm for the robust shortest path problem with interval data,IDSIA-09-02
- Zaffalon Marco Hutter Marcus, Robust Feature Selection by Mutual Information Distributions,IDSIA-08-02
- Eck Douglas Schmidhuber Juergen, A First Look at Music Composition using LSTM Recurrent Neural Networks,IDSIA-07-02
- Bianchi L Gambardella L M Dorigo M, An Ant Colony Optimization Approach to the Probabilistic Traveling Salesman Problem,IDSIA-06-02
- Montemanni Roberto Gambardella Luca M, An algorithm for the relative robust shortest path problem with interval data,IDSIA-05-02
- Hutter Marcus, Self-Optimizing and Pareto-Optimal Policies in General Environments based on Bayes-Mixtures,IDSIA-04-02
- Mastrolilli Monaldo Hutter Marcus, Hybrid Rounding Techniques for Knapsack Problems,IDSIA-03-02
- Hutter Marcus, Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet,IDSIA-02-02
- Castelletti A, Shortest Path Problems in Uncertain Time Dependent Transportation Networks: a Review,IDSIA-01-02
2001
- Kwee Ivo Hutter Marcus Schmidhuber Juergen, Gradient-based Reinforcement Planning in Policy-Search Methods,IDSIA-14-01
- Hutter Marcus, Distribution of Mutual Information,IDSIA-13-01
- Mastrolilli Monaldo, Combining Arithmetic and Geometric Rounding Techniques for Knapsack Problems,IDSIA-12-01
- Fishkin Aleksei V Jansen Klaus Mastrolilli Monaldo, Grouping techniques for scheduling problems: simpler and faster,IDSIA-11-01
- Kwee Ivo Hutter Marcus Schmidhuber Juergen, Market-Based Reinforcement Learning in Partially Observable Worlds,IDSIA-10-01
- Marcus Hutter, Convergence and Loss Bounds for Bayesian Sequence Prediction,IDSIA-09-01
- Bianchi Leonora, Working paper: 2-p-opt local search in the Probabilistic Traveling Salesman Problem (PTSP),IDSIA-08-0
- Hutter Marcus, Convergence and Error Bounds for Universal Prediction of Nonbinary Sequences,IDSIA-07-01
- Eck Douglas, A Network of Relaxation Oscillators that Finds Downbeats in Rhythms,IDSIA-06-01
- Hutter Marcus, General Loss Bounds for Universal Sequence Prediction,IDSIA-03-01
- Hutter Marcus, Fitness Uniform Selection to Preserve Genetic Diversity,IDSIA-01-01
2000
- Gers F Eck D Schmidhuber J , Applying LSTM to Time Series Predictable Through Time-Window Approaches,IDSIA-22-00
- Schmidhuber J, Algorithmic Theories of Everything,IDSIA-20-00
- Klapper-Rybicka Magdalena Schraudolph Nicol N Schmidhuber Juergen , Unsupervised Recurrent Neural Networks,IDSIA-17-00
- Hutter Marcus, The Fastest and Shortest Algorithm for All Well-Defined Problems,IDSIA-16-00
- Schraudolph Nicol N , A Generic Dataflow Programming Environment for Neural Networks,IDSIA-15-00
- Hutter Marcus, Towards a Universal Theory of Artificial Intelligence based on Algorithmic Probability and Sequential Decision Theory,IDSIA-14-00
- Schraudolph Nicol N , Fast Second-Order Gradient Descent via O(n) Curvature Matrix-Vector Products,IDSIA-12-00
- Hutter Marcus, New Error Bounds for Solomonoff Prediction,IDSIA-11-00
- Eck Douglas, Tracking Rhythms with a Relaxation Oscillator,IDSIA-10-00
- Eck Douglas, A Positive-Evidence Model for Classifying Rhythmical Patterns,IDSIA-09-00
- Kwee Ivo Schmidhuber Juergen, Optimal Control Using the Tranport Equation: the Liouville Machine,IDSIA-08-00
- Mastrolilli Monaldo, Combining Arithmetic and Geometric Rounding Techniques for Knapsack Problems: Two Illustrative Examples,IDSIA-07-00
- Jansen Klaus; Mastrolilli Monaldo, Parallel Machine Scheduling Problems with Controllable Processing Times,IDSIA-06-00
- Bianchi Leonora, Notes on dynamic vehicle routing - the state of the art,IDSIA-05-01
- Schraudolph Nicol N Dayan Peter Sejnowski Terrence , Learning to Evaluate Go Positions via Temporal Difference Methods,IDSIA-05-00
- Jansen K Mastrolilli M Solis-Oba R , Job Shop Scheduling Problems with Controllable Processing Times,IDSIA-04-00
- Gers A. Felix, Schmidhuber Juergen, Long Short-Term Memory Learns Context Free and Context Sensitive Languages,IDSIA-03-00
- Gers Felix A Schmidhuber Juergen, Neural Processing of Complex Continual Input Streams,IDSIA-02-00
- Gers Felix A Schmidhuber Juergen, Recurrent Nets that Time and Count,IDSIA-01-00
1999
- Schraudolph Nicol N Giannakopoulos Xavier , Online Independent Component Analysis With Local Learning Rate Adaptation,IDSIA-15-99
- Zaffalon M , Fast Computation of the Confidence for the Naive Credal Classifier Defined with Interval Probabilities,IDSIA-13-99
- Jansen Klaus Mastrolilli Monaldo, Solis-Oba Roberto Approximation Algorithms for Flexible Job Shop Problems,IDSIA-12-99
- Zaffalon M , An Efficient Test of Credal Dominance for the Naive Credal Classifier Defined with Interval Probabilities,IDSIA-10-99
- Schraudolph Nicol N , Local Gain Adaptation in Stochastic Gradient Descent,IDSIA-09-99
- Cummins Fred Gers Felix Schmidhuber Juergen, Comparing Prosody Across Many Languages,IDSIA-07-99
- Gambardella L M Taillard E Agazzi G MACS-VRPTW , A Multiple Ant Colony System for Vehicle Routing Problems with Time Windows,IDSIA-06-99
- Taillard E , Ant Systems,IDSIA-05-99
- Cummins Fred Gers Felix Schmidhuber Juergen, Automatic discrimination among languages based on prosody alone,IDSIA-03-99
- Zaffalon M , A Credal Approach to Naive Classification,IDSIA-02-99
- Gers F A Schmidhuber J Cummins F , Learning to Forget: Continual Prediction with LSTM,IDSIA-01-99
1998
- Taillard E D , La programmation à mémoire adaptative et les algorithmes pseudo-gloutons: nouvelles perspectives pour les méta-heuristiques,IDSIA-52-98
- Schmidhuber Juergen Zhao Jieyu , Direct Policy Search and Uncertain Policy Evaluation,IDSIA-50-98
- Taillard E D , FANT: Fast ant system,IDSIA-46-98
- Mastrolilli M Gambardella L M , Effective Neighborhood Functions for the Flexible Job Shop Problem,IDSIA-45-98
- Fagiuoli E Zaffalon M , A Note about Redundancy in Influence Diagrams,IDSIA-40-98
- Schraudolph Nicol N , Accelerated Gradient Descent by Factor-Centering Decomposition,IDSIA-33-98
- Schraudolph Nicol N , Slope Centering: Making Shortcut Weights Effective,IDSIA-32-98
- Schmidhuber Juergen , Facial beauty and fractal geometry,IDSIA-28-98
- Schraudolph Nicol N , Scoring Conference Submissions by Alternate Maximization of Likelihood,IDSIA-25-98
- Taillard E D Gambardella L M Gendreau M Potvin J -Y , Adaptive Memory Programming: A Unified View of Meta-Heuristics,IDSIA-19-98
- Salustowicz Rafal Schmidhuber Juergen , Learning to Predict Through Probabilistic Incremental Program Evolution and Automatic Task Decomposition,IDSIA-11-98
- Schraudolph Nicol N , Online Local Gain Adaptation for Multi-Layer Perceptrons,IDSIA-09-98
- Salustowicz Rafal Schmidhuber Juergen, H-PIPE: Facilitating Hierarchical Program Evolution through Skip Nodes,IDSIA-08-98
- Schraudolph Nicol N , A Fast Compact Approximation of the Exponential Function,IDSIA-07-98
1997
- Taillard É D Gambardella L M , Adaptive memories for the Quadratic Assignment Problems,IDSIA-87-97
- Taillard E D Gambardella L Gendreau M Potvin J Y , Programmation à mémoire adaptative,IDSIA-79-97
- Schraudolph Nicol N Eldracher Martin Schmidhuber Juergen , Processing Images by Semi-Linear Predictability Minimization,IDSIA-77-97
- Schmidhuber Juergen Zhao Jieyu Schraudolph Nicol N , Reinforcement Learning with Self-Modifying Policies,IDSIA-42-97
- Schmidhuber Juergen , What's interesting?,IDSIA-35-97
- Brimberg J Hansen P Mladenovic N Taillard E D , Improvements and Comparison of Heuristics for solving the Multisource Weber Problem,IDSIA-33-97
- Salustowicz Rafal Wiering Marco Schmidhuber Juergen , Learning Team Strategies With Multiple Policy-Sharing Agents: A Soccer Case Study,IDSIA-29-97
- Taillard E D Gambardella L , An ant approach for structured quadratic assignment problems,IDSIA-22-97
- Schraudolph Nicol N , Centering Neural Network Gradient Factors,IDSIA-19-97
- Gambardella L M Dorigo M , HAS-SOP: Hybrid Ant System for the Sequential Ordering Problem,IDSIA-11-97
1996
- Taillard E D , Heuristic Methods for Large Centroid Clustering Problems,IDSIA-96-96
- Wiering Marco Schmidhuber Juergen , HQ-Learning: Discovering Markovian Subgoals for Non-Markovian Reinforcement Learning,IDSIA-95-96
- Schmidhuber Juergen Zhao Jieyu Wiering Marco , Simple Principles of Metalearning,IDSIA-69-96
- Schmidhuber Juergen Hochreiter Sepp , Guessing can Outperform Many Long Time Lag Algorithms,IDSIA-19-96
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