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Algorithmic Learning Theory [[electronic resource] ] : 24th International Conference, ALT 2013, Singapore, October 6-9, 2013, Proceedings / / edited by Sanjay Jain, Rémi Munos, Frank Stephan, Thomas Zeugmann
Algorithmic Learning Theory [[electronic resource] ] : 24th International Conference, ALT 2013, Singapore, October 6-9, 2013, Proceedings / / edited by Sanjay Jain, Rémi Munos, Frank Stephan, Thomas Zeugmann
Edizione [1st ed. 2013.]
Pubbl/distr/stampa Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013
Descrizione fisica 1 online resource (XVIII, 397 p. 30 illus.)
Disciplina 006.31
Collana Lecture Notes in Artificial Intelligence
Soggetto topico Artificial intelligence
Mathematical logic
Algorithms
Computers
Computer logic
Pattern recognition
Artificial Intelligence
Mathematical Logic and Formal Languages
Algorithm Analysis and Problem Complexity
Computation by Abstract Devices
Logics and Meanings of Programs
Pattern Recognition
ISBN 3-642-40935-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Editors’ Introduction -- Learning and Optimizing with Preferences -- Efficient Algorithms for Combinatorial Online Prediction -- Exact Learning from Membership Queries: Some Techniques, Results and New Directions -- Online Learning Universal Algorithm for Trading in Stock Market Based on the Method of Calibration -- Combinatorial Online Prediction via Metarounding -- On Competitive Recommendations -- Online PCA with Optimal Regrets -- Inductive Inference and Grammatical Inference Partial Learning of Recursively Enumerable Languages -- Topological Separations in Inductive Inference -- PAC Learning of Some Subclasses of Context-Free Grammars with Basic Distributional Properties from Positive Data -- Universal Knowledge-Seeking Agents for Stochastic Environments -- Teaching and Learning from Queries Order Compression Schemes -- Learning a Bounded-Degree Tree Using Separator Queries -- Faster Hoeffding Racing: Bernstein Races via Jackknife Estimates -- Robust Risk-Averse Stochastic Multi-armed Bandits -- An Efficient Algorithm for Learning with Semi-bandit Feedback -- Differentially-Private Learning of Low Dimensional Manifolds -- Generalization and Robustness of Batched Weighted Average Algorithm with V-Geometrically Ergodic Markov Data -- Adaptive Metric Dimensionality Reduction -- Dimension-Adaptive Bounds on Compressive FLD Classification -- Bayesian Methods for Low-Rank Matrix Estimation: Short Survey and Theoretical Study -- Concentration and Confidence for Discrete Bayesian Sequence Predictors -- Algorithmic Connections between Active Learning and Stochastic Convex Optimization -- Unsupervised/Semi-Supervised Learning Unsupervised Model-Free Representation Learning -- Fast Spectral Clustering via the Nyström Method -- Nonparametric Multiple Change Point Estimation in Highly Dependent Time Series.
Record Nr. UNISA-996465423903316
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013
Materiale a stampa
Lo trovi qui: Univ. di Salerno
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Algorithmic Learning Theory [[electronic resource] ] : 16th International Conference, ALT 2005, Singapore, October 8-11, 2005, Proceedings / / edited by Sanjay Jain, Hans Ulrich Simon, Etsuji Tomita
Algorithmic Learning Theory [[electronic resource] ] : 16th International Conference, ALT 2005, Singapore, October 8-11, 2005, Proceedings / / edited by Sanjay Jain, Hans Ulrich Simon, Etsuji Tomita
Edizione [1st ed. 2005.]
Pubbl/distr/stampa Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2005
Descrizione fisica 1 online resource (XII, 491 p.)
Disciplina 006.3
Collana Lecture Notes in Artificial Intelligence
Soggetto topico Artificial intelligence
Computers
Algorithms
Mathematical logic
Natural language processing (Computer science)
Artificial Intelligence
Computation by Abstract Devices
Algorithm Analysis and Problem Complexity
Mathematical Logic and Formal Languages
Natural Language Processing (NLP)
ISBN 3-540-31696-5
3-540-29242-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Editors’ Introduction -- Editors’ Introduction -- Invited Papers -- Invention and Artificial Intelligence -- The Arrowsmith Project: 2005 Status Report -- The Robot Scientist Project -- Algorithms and Software for Collaborative Discovery from Autonomous, Semantically Heterogeneous, Distributed Information Sources -- Training Support Vector Machines via SMO-Type Decomposition Methods -- Kernel-Based Learning -- Measuring Statistical Dependence with Hilbert-Schmidt Norms -- An Analysis of the Anti-learning Phenomenon for the Class Symmetric Polyhedron -- Learning Causal Structures Based on Markov Equivalence Class -- Stochastic Complexity for Mixture of Exponential Families in Variational Bayes -- ACME: An Associative Classifier Based on Maximum Entropy Principle -- Constructing Multiclass Learners from Binary Learners: A Simple Black-Box Analysis of the Generalization Errors -- On Computability of Pattern Recognition Problems -- PAC-Learnability of Probabilistic Deterministic Finite State Automata in Terms of Variation Distance -- Learnability of Probabilistic Automata via Oracles -- Learning Attribute-Efficiently with Corrupt Oracles -- Learning DNF by Statistical and Proper Distance Queries Under the Uniform Distribution -- Learning of Elementary Formal Systems with Two Clauses Using Queries -- Gold-Style and Query Learning Under Various Constraints on the Target Class -- Non U-Shaped Vacillatory and Team Learning -- Learning Multiple Languages in Groups -- Inferring Unions of the Pattern Languages by the Most Fitting Covers -- Identification in the Limit of Substitutable Context-Free Languages -- Algorithms for Learning Regular Expressions -- A Class of Prolog Programs with Non-linear Outputs Inferable from Positive Data -- Absolute Versus Probabilistic Classification in a Logical Setting -- Online Allocation with Risk Information -- Defensive Universal Learning with Experts -- On Following the Perturbed Leader in the Bandit Setting -- Mixture of Vector Experts -- On-line Learning with Delayed Label Feedback -- Monotone Conditional Complexity Bounds on Future Prediction Errors -- Non-asymptotic Calibration and Resolution -- Defensive Prediction with Expert Advice -- Defensive Forecasting for Linear Protocols -- Teaching Learners with Restricted Mind Changes.
Record Nr. UNISA-996466223003316
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2005
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Algorithmic Learning Theory [[electronic resource] ] : 11th International Conference, ALT 2000 Sydney, Australia, December 11-13, 2000 Proceedings / / edited by Hiroki Arimura, Sanjay Jain, Arun Sharma
Algorithmic Learning Theory [[electronic resource] ] : 11th International Conference, ALT 2000 Sydney, Australia, December 11-13, 2000 Proceedings / / edited by Hiroki Arimura, Sanjay Jain, Arun Sharma
Edizione [1st ed. 2000.]
Pubbl/distr/stampa Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2000
Descrizione fisica 1 online resource (XII, 348 p.)
Disciplina 006.3/1
Collana Lecture Notes in Artificial Intelligence
Soggetto topico Artificial intelligence
Computer programming
Computers
Algorithms
Mathematical logic
Natural language processing (Computer science)
Artificial Intelligence
Programming Techniques
Computation by Abstract Devices
Algorithm Analysis and Problem Complexity
Mathematical Logic and Formal Languages
Natural Language Processing (NLP)
ISBN 3-540-40992-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto INVITED LECTURES -- Extracting Information from the Web for Concept Learning and Collaborative Filtering -- The Divide-and-Conquer Manifesto -- Sequential Sampling Techniques for Algorithmic Learning Theory -- REGULAR CONTRIBUTIONS -- Towards an Algorithmic Statistics -- Minimum Message Length Grouping of Ordered Data -- Learning From Positive and Unlabeled Examples -- Learning Erasing Pattern Languages with Queries -- Learning Recursive Concepts with Anomalies -- Identification of Function Distinguishable Languages -- A Probabilistic Identification Result -- A New Framework for Discovering Knowledge from Two-Dimensional Structured Data Using Layout Formal Graph System -- Hypotheses Finding via Residue Hypotheses with the Resolution Principle -- Conceptual Classifications Guided by a Concept Hierarchy -- Learning Taxonomic Relation by Case-based Reasoning -- Average-Case Analysis of Classification Algorithms for Boolean Functions and Decision Trees -- Self-duality of Bounded Monotone Boolean Functions and Related Problems -- Sharper Bounds for the Hardness of Prototype and Feature Selection -- On the Hardness of Learning Acyclic Conjunctive Queries -- Dynamic Hand Gesture Recognition Based On Randomized Self-Organizing Map Algorithm -- On Approximate Learning by Multi-layered Feedforward Circuits -- The Last-Step Minimax Algorithm -- Rough Sets and Ordinal Classification -- A note on the generalization performance of kernel classifiers with margin -- On the Noise Model of Support Vector Machines Regression -- Computationally Efficient Transductive Machines.
Record Nr. UNISA-996466193503316
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2000
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Algorithmic Learning Theory : 11th International Conference, ALT 2000 Sydney, Australia, December 11-13, 2000 Proceedings / / edited by Hiroki Arimura, Sanjay Jain, Arun Sharma
Algorithmic Learning Theory : 11th International Conference, ALT 2000 Sydney, Australia, December 11-13, 2000 Proceedings / / edited by Hiroki Arimura, Sanjay Jain, Arun Sharma
Edizione [1st ed. 2000.]
Pubbl/distr/stampa Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2000
Descrizione fisica 1 online resource (XII, 348 p.)
Disciplina 006.3/1
Collana Lecture Notes in Artificial Intelligence
Soggetto topico Artificial intelligence
Computer programming
Computers
Algorithms
Mathematical logic
Natural language processing (Computer science)
Artificial Intelligence
Programming Techniques
Computation by Abstract Devices
Algorithm Analysis and Problem Complexity
Mathematical Logic and Formal Languages
Natural Language Processing (NLP)
ISBN 3-540-40992-0
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto INVITED LECTURES -- Extracting Information from the Web for Concept Learning and Collaborative Filtering -- The Divide-and-Conquer Manifesto -- Sequential Sampling Techniques for Algorithmic Learning Theory -- REGULAR CONTRIBUTIONS -- Towards an Algorithmic Statistics -- Minimum Message Length Grouping of Ordered Data -- Learning From Positive and Unlabeled Examples -- Learning Erasing Pattern Languages with Queries -- Learning Recursive Concepts with Anomalies -- Identification of Function Distinguishable Languages -- A Probabilistic Identification Result -- A New Framework for Discovering Knowledge from Two-Dimensional Structured Data Using Layout Formal Graph System -- Hypotheses Finding via Residue Hypotheses with the Resolution Principle -- Conceptual Classifications Guided by a Concept Hierarchy -- Learning Taxonomic Relation by Case-based Reasoning -- Average-Case Analysis of Classification Algorithms for Boolean Functions and Decision Trees -- Self-duality of Bounded Monotone Boolean Functions and Related Problems -- Sharper Bounds for the Hardness of Prototype and Feature Selection -- On the Hardness of Learning Acyclic Conjunctive Queries -- Dynamic Hand Gesture Recognition Based On Randomized Self-Organizing Map Algorithm -- On Approximate Learning by Multi-layered Feedforward Circuits -- The Last-Step Minimax Algorithm -- Rough Sets and Ordinal Classification -- A note on the generalization performance of kernel classifiers with margin -- On the Noise Model of Support Vector Machines Regression -- Computationally Efficient Transductive Machines.
Record Nr. UNINA-9910208853003321
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2000
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Algorithms and Computation [[electronic resource] ] : 8th International Symposium, ISAAC'97, Singapore, December 17-19, 1997, Proceedings. / / edited by Hon Wai Leong, Hiroshi Imai, Sanjay Jain
Algorithms and Computation [[electronic resource] ] : 8th International Symposium, ISAAC'97, Singapore, December 17-19, 1997, Proceedings. / / edited by Hon Wai Leong, Hiroshi Imai, Sanjay Jain
Edizione [1st ed. 1997.]
Pubbl/distr/stampa Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1997
Descrizione fisica 1 online resource (XVII, 435 p.)
Disciplina 004.0151
Collana Lecture Notes in Computer Science
Soggetto topico Computers
Algorithms
Computer science—Mathematics
Computer mathematics
Numerical analysis
Theory of Computation
Algorithm Analysis and Problem Complexity
Discrete Mathematics in Computer Science
Computation by Abstract Devices
Computational Mathematics and Numerical Analysis
Numeric Computing
ISBN 3-540-69662-8
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Solving NP-hard combinatorial problems in the practical sense Invited presentation -- Airline crew-scheduling problem with many irregular flights -- Practical approach to a facility location problem for large-scale logistics -- Hard instance generation for SAT -- Playing tetris on meshes and multi-dimensional Shearsort -- Formulation of the addition-shift-sequence problem and its complexity -- Weighted and unweighted selection algorithms for k sorted sequences -- An adaptive distributed fault-tolerant routing algorithm for the star graph -- Multi-color routing in the undirected hypercube -- Competitive source routing on tori and meshes -- Algorithms for enumerating all perfect, maximum and maximal matchings in bipartite graphs -- Augmenting edge and vertex connectivities simultaneously -- Two-face horn extensions -- Decremental maintenance of reachability in hypergraphs and minimum models of horn formulae -- Algorithmic analysis of multithreaded algorithms -- A characterization of planar graphs by pseudo-line arrangements -- Optimal fault-tolerant broadcasting in trees -- A theoretical framework of hybrid approaches to MAX SAT -- Exponential lower bounds on the size of OBDDs representing integer division -- On-line versus off-line in money-making strategies with brokerage -- Decision-making by hierarchies of discordant agents -- A new efficient off-line anonymous cash scheme -- Approximating unweighted connectivity problems in parallel -- A randomized linear work EREW PRAM algorithm to find a minimum spanning forest -- Efficient parallel algorithms for planar st-graphs -- Peg-solitaire, string rewriting systems and finite automata -- On the size of probabilistic formulae -- Homophonic coding with logarithmic memory size -- Complexity and modeling aspects of mesh refinement into quadrilaterals -- Topology oriented vs. exact arithmetic — Experience in implementing the three-dimensional convex hull algorithm -- The complexity of learning branches and strategies from queries -- Singularities make spatial join scheduling hard -- A faster one-dimensional topological compaction algorithm -- Algorithms for finding optimal disjoint paths around a rectangle -- An algorithm for finding a region with the minimum total L 1 from prescribed terminals -- On defect sets in bipartite graphs (extended abstract) -- Dynamic programming on distance-hereditary graphs -- On the equivalence in complexity among basic problems on bipartite and parity graphs -- All-cavity maximum matchings -- Fast algorithms for computing ?-Skeletons and their relatives -- A branch-and-cut approach for minimum weight triangulation -- An efficient approximation scheme for the subset-sum problem -- Competitive call control in mobile networks -- Generalized swap-with-parent schemes for self-organizing sequential linear lists.
Record Nr. UNINA-9910144902203321
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1997
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Algorithms and Computation [[electronic resource] ] : 8th International Symposium, ISAAC'97, Singapore, December 17-19, 1997, Proceedings. / / edited by Hon Wai Leong, Hiroshi Imai, Sanjay Jain
Algorithms and Computation [[electronic resource] ] : 8th International Symposium, ISAAC'97, Singapore, December 17-19, 1997, Proceedings. / / edited by Hon Wai Leong, Hiroshi Imai, Sanjay Jain
Edizione [1st ed. 1997.]
Pubbl/distr/stampa Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1997
Descrizione fisica 1 online resource (XVII, 435 p.)
Disciplina 004.0151
Collana Lecture Notes in Computer Science
Soggetto topico Computers
Algorithms
Computer science—Mathematics
Computer mathematics
Numerical analysis
Theory of Computation
Algorithm Analysis and Problem Complexity
Discrete Mathematics in Computer Science
Computation by Abstract Devices
Computational Mathematics and Numerical Analysis
Numeric Computing
ISBN 3-540-69662-8
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Solving NP-hard combinatorial problems in the practical sense Invited presentation -- Airline crew-scheduling problem with many irregular flights -- Practical approach to a facility location problem for large-scale logistics -- Hard instance generation for SAT -- Playing tetris on meshes and multi-dimensional Shearsort -- Formulation of the addition-shift-sequence problem and its complexity -- Weighted and unweighted selection algorithms for k sorted sequences -- An adaptive distributed fault-tolerant routing algorithm for the star graph -- Multi-color routing in the undirected hypercube -- Competitive source routing on tori and meshes -- Algorithms for enumerating all perfect, maximum and maximal matchings in bipartite graphs -- Augmenting edge and vertex connectivities simultaneously -- Two-face horn extensions -- Decremental maintenance of reachability in hypergraphs and minimum models of horn formulae -- Algorithmic analysis of multithreaded algorithms -- A characterization of planar graphs by pseudo-line arrangements -- Optimal fault-tolerant broadcasting in trees -- A theoretical framework of hybrid approaches to MAX SAT -- Exponential lower bounds on the size of OBDDs representing integer division -- On-line versus off-line in money-making strategies with brokerage -- Decision-making by hierarchies of discordant agents -- A new efficient off-line anonymous cash scheme -- Approximating unweighted connectivity problems in parallel -- A randomized linear work EREW PRAM algorithm to find a minimum spanning forest -- Efficient parallel algorithms for planar st-graphs -- Peg-solitaire, string rewriting systems and finite automata -- On the size of probabilistic formulae -- Homophonic coding with logarithmic memory size -- Complexity and modeling aspects of mesh refinement into quadrilaterals -- Topology oriented vs. exact arithmetic — Experience in implementing the three-dimensional convex hull algorithm -- The complexity of learning branches and strategies from queries -- Singularities make spatial join scheduling hard -- A faster one-dimensional topological compaction algorithm -- Algorithms for finding optimal disjoint paths around a rectangle -- An algorithm for finding a region with the minimum total L 1 from prescribed terminals -- On defect sets in bipartite graphs (extended abstract) -- Dynamic programming on distance-hereditary graphs -- On the equivalence in complexity among basic problems on bipartite and parity graphs -- All-cavity maximum matchings -- Fast algorithms for computing ?-Skeletons and their relatives -- A branch-and-cut approach for minimum weight triangulation -- An efficient approximation scheme for the subset-sum problem -- Competitive call control in mobile networks -- Generalized swap-with-parent schemes for self-organizing sequential linear lists.
Record Nr. UNISA-996466078903316
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1997
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Proceedings of the 2018 Winter Simulation Conference / / Björn Johansson, Sanjay Jain
Proceedings of the 2018 Winter Simulation Conference / / Björn Johansson, Sanjay Jain
Autore Johansson Björn
Pubbl/distr/stampa Piscataway, NJ, USA : , : IEEE Press, , 2018
Descrizione fisica 1 online resource (4298 pages)
Disciplina 004
Soggetto topico Computer science
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNINA-9910412270303321
Johansson Björn  
Piscataway, NJ, USA : , : IEEE Press, , 2018
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Theory and Applications of Models of Computation [[electronic resource] ] : 12th Annual Conference, TAMC 2015, Singapore, May 18-20, 2015, Proceedings / / edited by Rahul Jain, Sanjay Jain, Frank Stephan
Theory and Applications of Models of Computation [[electronic resource] ] : 12th Annual Conference, TAMC 2015, Singapore, May 18-20, 2015, Proceedings / / edited by Rahul Jain, Sanjay Jain, Frank Stephan
Edizione [1st ed. 2015.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015
Descrizione fisica 1 online resource (XII, 466 p. 83 illus.)
Disciplina 004.0151
Collana Theoretical Computer Science and General Issues
Soggetto topico Machine theory
Computer science—Mathematics
Algorithms
Computer science
Data structures (Computer science)
Information theory
Formal Languages and Automata Theory
Mathematics of Computing
Computer Science Logic and Foundations of Programming
Data Structures and Information Theory
ISBN 3-319-17142-9
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Recursion theory and mathematical logic -- Computational complexity and Boolean functions -- Graph theory -- Quantum computing -- Parallelism and statistics -- Learning, automata and probabilistic models -- Parameterised complexity.
Record Nr. UNISA-996208604103316
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015
Materiale a stampa
Lo trovi qui: Univ. di Salerno
Opac: Controlla la disponibilità qui
Theory and Applications of Models of Computation : 12th Annual Conference, TAMC 2015, Singapore, May 18-20, 2015, Proceedings / / edited by Rahul Jain, Sanjay Jain, Frank Stephan
Theory and Applications of Models of Computation : 12th Annual Conference, TAMC 2015, Singapore, May 18-20, 2015, Proceedings / / edited by Rahul Jain, Sanjay Jain, Frank Stephan
Edizione [1st ed. 2015.]
Pubbl/distr/stampa Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015
Descrizione fisica 1 online resource (XII, 466 p. 83 illus.)
Disciplina 004.0151
Collana Theoretical Computer Science and General Issues
Soggetto topico Machine theory
Computer science—Mathematics
Algorithms
Computer science
Data structures (Computer science)
Information theory
Formal Languages and Automata Theory
Mathematics of Computing
Computer Science Logic and Foundations of Programming
Data Structures and Information Theory
ISBN 3-319-17142-9
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Recursion theory and mathematical logic -- Computational complexity and Boolean functions -- Graph theory -- Quantum computing -- Parallelism and statistics -- Learning, automata and probabilistic models -- Parameterised complexity.
Record Nr. UNINA-9910484640103321
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui