Takayuki Osogami

According to our database1, Takayuki Osogami authored at least 74 papers between 2000 and 2021.

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Bibliography

2021
Second Order Techniques for Learning Time-series with Structural Breaks.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Proofs and additional experiments on Second order techniques for learning time-series with structural breaks.
CoRR, 2020

Uncorrected Least-Squares Temporal Difference with Lambda-Return.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Supplementary material for Uncorrected least-squares temporal difference with lambda-return.
CoRR, 2019

Visual analytics for team-based invasion sports with significant events and Markov reward process.
CoRR, 2019

Real-time tree search with pessimistic scenarios.
CoRR, 2019

Real-time tree search with pessimistic scenarios: Winning the NeurIPS 2018 Pommerman Competition.
Proceedings of The 11th Asian Conference on Machine Learning, 2019

Determinantal Reinforcement Learning.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps.
Proceedings of the IEEE International Conference on Data Mining, 2018

Dynamic Determinantal Point Processes.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Learning the values of the hyperparameters of a dynamic Boltzmann machine.
IBM J. Res. Dev., 2017

Dynamic Boltzmann Machines for Second Order Moments and Generalized Gaussian Distributions.
CoRR, 2017

Boltzmann machines and energy-based models.
CoRR, 2017

Boltzmann machines for time-series.
CoRR, 2017

Load Balancing for Skewed Streams on Heterogeneous Cluster.
CoRR, 2017

Modeling fluid simulation with dynamic Boltzmann machine.
Proceedings of the 2017 Winter Simulation Conference, 2017

Bidirectional Learning for Time-series Models with Hidden Units.
Proceedings of the 34th International Conference on Machine Learning, 2017

Nonlinear Dynamic Boltzmann Machines for Time-Series Prediction.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Learning binary or real-valued time-series via spike-timing dependent plasticity.
CoRR, 2016

Gated Probabilistic Matrix Factorization: Learning Users' Attention from Missing Values.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Truncating Shortest Path Search for Efficient Map-Matching.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Regularized dynamic Boltzmann machine with Delay Pruning for unsupervised learning of temporal sequences.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A Deep Choice Model.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Erratum to: Analysis of transient queues with semidefinite optimization.
Queueing Syst. Theory Appl., 2015

Learning dynamic Boltzmann machines with spike-timing dependent plasticity.
CoRR, 2015

Robust partially observable Markov decision process.
Proceedings of the 32nd International Conference on Machine Learning, 2015

2014
Restricted Boltzmann machines modeling human choice.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

A Hierarchical Bayesian Choice Model with Visibility.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

An Approximate Counting for Big Textual Data Streams.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Efficient Policy Iteration for Periodic Markov Decision Processes.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Mixing-Time Regularized Policy Gradient.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Analysis of transient queues with semidefinite optimization.
Queueing Syst. Theory Appl., 2013

Toward simulating entire cities with behavioral models of traffic.
IBM J. Res. Dev., 2013

Solving inverse problem of Markov chain with partial observations.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Dependable virtual machine allocation.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Improved Integer Programming Approaches for Chance-Constrained Stochastic Programming.
Proceedings of the IJCAI 2013, 2013

Map Matching with Inverse Reinforcement Learning.
Proceedings of the IJCAI 2013, 2013

2012
Large-Scale Nonparametric Estimation of Vehicle Travel Time Distributions.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Robustness and risk-sensitivity in Markov decision processes.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Map matching with Hidden Markov Model on sampled road network.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Time-Consistency of Optimization Problems.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
On Markov-Krein characterization of the mean waiting time in <i>M</i>/<i>G</i>/<i>K</i> and other queueing systems.
Queueing Syst. Theory Appl., 2011

Real-time data assimilation.
Proceedings of the Winter Simulation Conference 2011, 2011

Iterated risk measures for risk-sensitive Markov decision processes with discounted cost.
Proceedings of the UAI 2011, 2011

Tight moments-based bounds for queueing systems.
Proceedings of the SIGMETRICS 2011, 2011

Simple bounds for a transient queue.
Proceedings of the 2011 IEEE/IFIP International Conference on Dependable Systems and Networks, 2011

2010
Differentiating the performance of systems more reliably.
Perform. Evaluation, 2010

Analysis of Page Replacement Policies in the Fluid Limit.
Oper. Res., 2010

Semidefinite optimization for transient analysis of queues.
Proceedings of the SIGMETRICS 2010, 2010

2009
Finding probably best systems quickly via simulations.
ACM Trans. Model. Comput. Simul., 2009

A Fluid Limit for Cache Algorithms with General Request Processes.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

2008
Evaluating availability under quasi-heavy-tailed repair times.
Proceedings of the 38th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2008

2007
Accuracy of measured throughputs and mean response times.
SIGMETRICS Perform. Evaluation Rev., 2007

Optimizing system configurations quickly by guessing at the performance.
Proceedings of the 2007 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2007

Relations in the Central Limit Theorem Version of the Response Time Law.
Proceedings of the Fourth International Conference on the Quantitative Evaluaiton of Systems (QEST 2007), 2007

2006
Finding probably best system configurations quickly.
SIGMETRICS Perform. Evaluation Rev., 2006

How many servers are best in a dual-priority M/PH/k system?
Perform. Evaluation, 2006

Closed form solutions for mapping general distributions to quasi-minimal PH distributions.
Perform. Evaluation, 2006

Finding probably best systems quickly via simulation.
Proceedings of the Winter Simulation Conference WSC 2006, 2006

Finding probably better system configurations quickly.
Proceedings of the Joint International Conference on Measurement and Modeling of Computer Systems, 2006

2005
Robustness of threshold policies in beneficiary-donor model.
SIGMETRICS Perform. Evaluation Rev., 2005

Multi-Server Queueing Systems with Multiple Priority Classes.
Queueing Syst. Theory Appl., 2005

Analysis of cycle stealing with switching times and thresholds.
Perform. Evaluation, 2005

Nearly insensitive bounds on SMART scheduling.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2005

2004
A recursive analysis technique for multi-dimensionally infinite Markov chains.
SIGMETRICS Perform. Evaluation Rev., 2004

2003
Modeling TCP-vegas under on/off traffic.
SIGMETRICS Perform. Evaluation Rev., 2003

Local Search Algorithms for the Bin Packing Problem and Their Relationships to Various Construction Heuristics.
J. Heuristics, 2003

Cycle stealing under immediate dispatch task assignment.
Proceedings of the SPAA 2003: Proceedings of the Fifteenth Annual ACM Symposium on Parallelism in Algorithms and Architectures, 2003

Analysis of cycle stealing with switching cost.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2003

A Unified Framework for Modeling TCP-Vegas, TCP-SACK, and TCP-Reno.
Proceedings of the 11th International Workshop on Modeling, 2003

Analysis of Task Assignment with Cycle Stealing under Central Queue.
Proceedings of the 23rd International Conference on Distributed Computing Systems (ICDCS 2003), 2003

A Closed-Form Solution for Mapping General Distributions to Minimal PH Distributions.
Proceedings of the Computer Performance Evaluations, 2003

Necessary and Sufficient Conditions for Representing General Distributions by Coxians.
Proceedings of the Computer Performance Evaluations, 2003

2000
Classification of Various Neighborhood Operations for the Nurse Scheduling Problem.
Proceedings of the Algorithms and Computation, 11th International Conference, 2000


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