Takayuki Osogami

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 37

Top Topics

Boltzmann Machine

Optimization Methods

Temporal Difference

Top Venues

Publications

Hirota Kinoshita, Takayuki Osogami, Kohei Miyaguchi
Socially efficient mechanism on the minimum budget. CoRR (2024)
Takayuki Katsuki, Takayuki Osogami
Regression with Sensor Data Containing Incomplete Observations. ICML (2023)
Takayuki Katsuki, Takayuki Osogami
Regression with Sensor Data Containing Incomplete Observations. CoRR (2023)
Takayuki Osogami, Segev Wasserkrug, Elisheva S. Shamash
Learning Efficient Truthful Mechanisms for Trading Networks. IJCAI (2023)
Alexander Zadorojniy, Takayuki Osogami, Orit Davidovich
A Rigorous Risk-aware Linear Approach to Extended Markov Ratio Decision Processes with Embedded Learning. IJCAI (2023)
Segev Wasserkrug, Takayuki Osogami
Who Benefits from a Multi-Cloud Market? A Trading Networks Based Analysis. CoRR (2023)
Hiroshi Kajino, Kohei Miyaguchi, Takayuki Osogami
Biases in Evaluation of Molecular Optimization Methods and Bias Reduction Strategies. ICML (2023)
Nicolò Cesa-Bianchi, Tommaso Cesari, Takayuki Osogami, Marco Scarsini, Segev Wasserkrug
Learning the Stackelberg Equilibrium in a Newsvendor Game. AAMAS (2023)
Nicolò Cesa-Bianchi, Tommaso Cesari, Takayuki Osogami, Marco Scarsini, Segev Wasserkrug
Online Learning in Supply-Chain Games. CoRR (2022)
Hiroshi Kajino, Kohei Miyaguchi, Takayuki Osogami
Biases in In Silico Evaluation of Molecular Optimization Methods and Bias-Reduced Evaluation Methodology. CoRR (2022)
Takayuki Osogami, Segev Wasserkrug, Elisheva S. Shamash
Mechanism Learning for Trading Networks. CoRR (2022)
Mor Harchol-Balter, Takayuki Osogami, Alan Scheller-Wolf, Adam Wierman
Correction to: Multi-server queueing systems with multiple priority classes. Queueing Syst. Theory Appl. 99 (3-4) (2021)
Takayuki Osogami
Second Order Techniques for Learning Time-series with Structural Breaks. AAAI (2021)
Takayuki Osogami
Proofs and additional experiments on Second order techniques for learning time-series with structural breaks. CoRR (2020)
Takayuki Osogami
Uncorrected Least-Squares Temporal Difference with Lambda-Return. AAAI (2020)
Takayuki Osogami
Supplementary material for Uncorrected least-squares temporal difference with lambda-return. CoRR (2019)
Takayuki Osogami, Rudy Raymond
Determinantal Reinforcement Learning. AAAI (2019)
Takayuki Osogami, Toshihiro Takahashi
Real-time tree search with pessimistic scenarios. CoRR (2019)
Kun Zhao, Takayuki Osogami, Tetsuro Morimura
Visual analytics for team-based invasion sports with significant events and Markov reward process. CoRR (2019)
Takayuki Osogami, Toshihiro Takahashi
Real-time tree search with pessimistic scenarios: Winning the NeurIPS 2018 Pommerman Competition. ACML (2019)
Takayuki Osogami, Rudy Raymond, Akshay Goel, Tomoyuki Shirai, Takanori Maehara
Dynamic Determinantal Point Processes. AAAI (2018)
Takayuki Katsuki, Takayuki Osogami, Akira Koseki, Masaki Ono, Michiharu Kudo, Masaki Makino, Atsushi Suzuki
Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps. ICDM (2018)
Takayuki Katsuki, Takayuki Osogami, Akira Koseki, Masaki Ono, Michiharu Kudo, Masaki Makino, Atsushi Suzuki
Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps. CoRR (2018)
Takayuki Osogami
Boltzmann machines and energy-based models. CoRR (2017)
Muhammad Anis Uddin Nasir, Hiroshi Horii, Marco Serafini, Nicolas Kourtellis, Rudy Raymond, Sarunas Girdzijauskas, Takayuki Osogami
Load Balancing for Skewed Streams on Heterogeneous Cluster. CoRR (2017)
Kun Zhao, Takayuki Osogami
Modeling fluid simulation with dynamic Boltzmann machine. WSC (2017)
Rudy Raymond, Takayuki Osogami, Sakyasingha Dasgupta
Dynamic Boltzmann Machines for Second Order Moments and Generalized Gaussian Distributions. CoRR (2017)
Takayuki Osogami
Boltzmann machines for time-series. CoRR (2017)
Takayuki Osogami, Hiroshi Kajino, Taro Sekiyama
Bidirectional Learning for Time-series Models with Hidden Units. ICML (2017)
Sakyasingha Dasgupta, Takayuki Osogami
Nonlinear Dynamic Boltzmann Machines for Time-Series Prediction. AAAI (2017)
Takayuki Osogami, Sakyasingha Dasgupta
Learning the values of the hyperparameters of a dynamic Boltzmann machine. IBM J. Res. Dev. 61 (4-5) (2017)
Takashi Imamichi, Takayuki Osogami, Rudy Raymond
Truncating Shortest Path Search for Efficient Map-Matching. IJCAI (2016)
Takayuki Osogami
Learning binary or real-valued time-series via spike-timing dependent plasticity. CoRR (2016)
Makoto Otsuka, Takayuki Osogami
A Deep Choice Model. AAAI (2016)
Shohei Ohsawa, Yachiko Obara, Takayuki Osogami
Gated Probabilistic Matrix Factorization: Learning Users' Attention from Missing Values. IJCAI (2016)
Sakyasingha Dasgupta, Takayuki Yoshizumi, Takayuki Osogami
Regularized dynamic Boltzmann machine with Delay Pruning for unsupervised learning of temporal sequences. ICPR (2016)
Sakyasingha Dasgupta, Takayuki Yoshizumi, Takayuki Osogami
Regularized Dynamic Boltzmann Machine with Delay Pruning for Unsupervised Learning of Temporal Sequences. CoRR (2016)
Takayuki Osogami
Robust partially observable Markov decision process. ICML (2015)
Takayuki Osogami, Rudy Raymond
Erratum to: Analysis of transient queues with semidefinite optimization. Queueing Syst. Theory Appl. 80 (4) (2015)
Takayuki Osogami, Makoto Otsuka
Learning dynamic Boltzmann machines with spike-timing dependent plasticity. CoRR (2015)
Rudy Raymond, Teruo Koyanagi, Takayuki Osogami
An Approximate Counting for Big Textual Data Streams. ECAI (2014)
Tetsuro Morimura, Takayuki Osogami, Tomoyuki Shirai
Mixing-Time Regularized Policy Gradient. AAAI (2014)
Takayuki Osogami, Takayuki Katsuki
A Hierarchical Bayesian Choice Model with Visibility. ICPR (2014)
Takayuki Osogami, Makoto Otsuka
Restricted Boltzmann machines modeling human choice. NIPS (2014)
Takayuki Osogami, Rudy Raymond
Efficient Policy Iteration for Periodic Markov Decision Processes. ECAI (2014)
Takayuki Osogami, Rudy Raymond
Map Matching with Inverse Reinforcement Learning. IJCAI (2013)
Tetsuro Morimura, Takayuki Osogami, Tsuyoshi Idé
Solving inverse problem of Markov chain with partial observations. NIPS (2013)
Takayuki Osogami, Takashi Imamichi, Hideyuki Mizuta, Toyotaro Suzumura, Tsuyoshi Idé
Toward simulating entire cities with behavioral models of traffic. IBM J. Res. Dev. 57 (5) (2013)
Hiroki Yanagisawa, Takayuki Osogami, Rudy Raymond
Dependable virtual machine allocation. INFOCOM (2013)
Takayuki Osogami, Rudy Raymond
Analysis of transient queues with semidefinite optimization. Queueing Syst. Theory Appl. 73 (2) (2013)
Hiroki Yanagisawa, Takayuki Osogami
Improved Integer Programming Approaches for Chance-Constrained Stochastic Programming. IJCAI (2013)
Takayuki Osogami
Iterated risk measures for risk-sensitive Markov decision processes with discounted cost CoRR (2012)
Takayuki Osogami, Tetsuro Morimura
Time-Consistency of Optimization Problems. AAAI (2012)
Takayuki Osogami
Robustness and risk-sensitivity in Markov decision processes. NIPS (2012)
Rikiya Takahashi, Takayuki Osogami, Tetsuro Morimura
Large-Scale Nonparametric Estimation of Vehicle Travel Time Distributions. SDM (2012)
Rudy Raymond, Tetsuro Morimura, Takayuki Osogami, Noriaki Hirosue
Map matching with Hidden Markov Model on sampled road network. ICPR (2012)
Varun Gupta, Takayuki Osogami
and other queueing systems. Queueing Syst. Theory Appl. 68 (3-4) (2011)
Shoko Suzuki, Takayuki Osogami
Real-time data assimilation. WSC (2011)
Takayuki Osogami
Iterated risk measures for risk-sensitive Markov decision processes with discounted cost. UAI (2011)
Takayuki Osogami, Rudy Raymond
Simple bounds for a transient queue. DSN (2011)
Varun Gupta, Takayuki Osogami
Tight moments-based bounds for queueing systems. SIGMETRICS (2011)
Takayuki Osogami, Rudy Raymond
Semidefinite optimization for transient analysis of queues. SIGMETRICS (2010)
Takayuki Osogami
Differentiating the performance of systems more reliably. Perform. Evaluation 67 (10) (2010)
Ryo Hirade, Takayuki Osogami
Analysis of Page Replacement Policies in the Fluid Limit. Oper. Res. 58 (4-Part-1) (2010)
Takayuki Osogami
A Fluid Limit for Cache Algorithms with General Request Processes. INFOCOM (2009)
Takayuki Osogami
Finding probably best systems quickly via simulations. ACM Trans. Model. Comput. Simul. 19 (3) (2009)
Sei Kato, Takayuki Osogami
Evaluating availability under quasi-heavy-tailed repair times. DSN (2008)
Takayuki Osogami
Accuracy of measured throughputs and mean response times. SIGMETRICS Perform. Evaluation Rev. 35 (2) (2007)
Takayuki Osogami
Relations in the Central Limit Theorem Version of the Response Time Law. QEST (2007)
Takayuki Osogami, Sei Kato
Optimizing system configurations quickly by guessing at the performance. SIGMETRICS (2007)
Takayuki Osogami, Mor Harchol-Balter
Closed form solutions for mapping general distributions to quasi-minimal PH distributions. Perform. Evaluation 63 (6) (2006)
Takayuki Osogami
Finding probably best system configurations quickly. SIGMETRICS Perform. Evaluation Rev. 34 (3) (2006)
Takayuki Osogami, Toshinari Itoko
Finding probably better system configurations quickly. SIGMETRICS/Performance (2006)
Takayuki Osogami
Finding probably best systems quickly via simulation. WSC (2006)
Adam Wierman, Takayuki Osogami, Mor Harchol-Balter, Alan Scheller-Wolf
How many servers are best in a dual-priority M/PH/k system? Perform. Evaluation 63 (12) (2006)
Mor Harchol-Balter, Takayuki Osogami, Alan Scheller-Wolf, Adam Wierman
Multi-Server Queueing Systems with Multiple Priority Classes. Queueing Syst. Theory Appl. 51 (3-4) (2005)
Takayuki Osogami, Mor Harchol-Balter, Alan Scheller-Wolf
Analysis of cycle stealing with switching times and thresholds. Perform. Evaluation 61 (4) (2005)
Adam Wierman, Mor Harchol-Balter, Takayuki Osogami
Nearly insensitive bounds on SMART scheduling. SIGMETRICS (2005)
Mor Harchol-Balter, Takayuki Osogami, Alan Scheller-Wolf
Robustness of threshold policies in beneficiary-donor model. SIGMETRICS Perform. Evaluation Rev. 33 (2) (2005)
Takayuki Osogami, Adam Wierman, Mor Harchol-Balter, Alan Scheller-Wolf
A recursive analysis technique for multi-dimensionally infinite Markov chains. SIGMETRICS Perform. Evaluation Rev. 32 (2) (2004)
Takayuki Osogami, Hiroyuki Okano
Local Search Algorithms for the Bin Packing Problem and Their Relationships to Various Construction Heuristics. J. Heuristics 9 (1) (2003)
Adam Wierman, Takayuki Osogami, Jörgen Olsén
Modeling TCP-vegas under on/off traffic. SIGMETRICS Perform. Evaluation Rev. 31 (2) (2003)
Mor Harchol-Balter, Cuihong Li, Takayuki Osogami, Alan Scheller-Wolf, Mark S. Squillante
Cycle stealing under immediate dispatch task assignment. SPAA (2003)
Takayuki Osogami, Mor Harchol-Balter
A Closed-Form Solution for Mapping General Distributions to Minimal PH Distributions. Computer Performance Evaluation / TOOLS (2003)
Takayuki Osogami, Mor Harchol-Balter
Necessary and Sufficient Conditions for Representing General Distributions by Coxians. Computer Performance Evaluation / TOOLS (2003)
Takayuki Osogami, Mor Harchol-Balter, Alan Scheller-Wolf
Analysis of cycle stealing with switching cost. SIGMETRICS (2003)
Mor Harchol-Balter, Cuihong Li, Takayuki Osogami, Alan Scheller-Wolf, Mark S. Squillante
Analysis of Task Assignment with Cycle Stealing under Central Queue. ICDCS (2003)
Adam Wierman, Takayuki Osogami, Jörgen Olsén
A Unified Framework for Modeling TCP-Vegas, TCP-SACK, and TCP-Reno. MASCOTS (2003)
Takayuki Osogami, Hiroshi Imai
Classification of Various Neighborhood Operations for the Nurse Scheduling Problem. ISAAC (2000)