| 2025 | ICAPS | Going Topological in Multi-risk Extended Markov Ratio Decision Processes. | Alexander Zadorojniy, Orit Davidovich, Takayuki Osogami |
| 2023 | ICML | Biases in Evaluation of Molecular Optimization Methods and Bias Reduction Strategies. | Hiroshi Kajino, Kohei Miyaguchi, Takayuki Osogami |
| 2023 | ICML | Regression with Sensor Data Containing Incomplete Observations. | Takayuki Katsuki, Takayuki Osogami |
| 2023 | IJCAI | Learning Efficient Truthful Mechanisms for Trading Networks. | Takayuki Osogami, Segev Wasserkrug, Elisheva S. Shamash |
| 2023 | IJCAI | A Rigorous Risk-aware Linear Approach to Extended Markov Ratio Decision Processes with Embedded Learning. | Alexander Zadorojniy, Takayuki Osogami, Orit Davidovich |
| 2021 | AAAI | Second Order Techniques for Learning Time-series with Structural Breaks. | Takayuki Osogami |
| 2020 | AAAI | Uncorrected Least-Squares Temporal Difference with Lambda-Return. | Takayuki Osogami |
| 2019 | AAAI | Determinantal Reinforcement Learning. | Takayuki Osogami, Rudy Raymond |
| 2019 | ACML | Real-time tree search with pessimistic scenarios: Winning the NeurIPS 2018 Pommerman Competition. | Takayuki Osogami, Toshihiro Takahashi |
| 2018 | AAAI | Dynamic Determinantal Point Processes. | Takayuki Osogami, Rudy Raymond, Akshay Goel, Tomoyuki Shirai, Takanori Maehara |
| 2018 | ICDM | Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps. | Takayuki Katsuki, Takayuki Osogami, Akira Koseki, Masaki Ono, Michiharu Kudo, Masaki Makino, Atsushi Suzuki |
| 2017 | AAAI | Nonlinear Dynamic Boltzmann Machines for Time-Series Prediction. | Sakyasingha Dasgupta, Takayuki Osogami |
| 2017 | ICML | Bidirectional Learning for Time-series Models with Hidden Units. | Takayuki Osogami, Hiroshi Kajino, Taro Sekiyama |
| 2017 | WSC | Modeling fluid simulation with dynamic Boltzmann machine. | Kun Zhao, Takayuki Osogami |
| 2016 | AAAI | A Deep Choice Model. | Makoto Otsuka, Takayuki Osogami |
| 2016 | ICPR | Regularized dynamic Boltzmann machine with Delay Pruning for unsupervised learning of temporal sequences. | Sakyasingha Dasgupta, Takayuki Yoshizumi, Takayuki Osogami |
| 2016 | IJCAI | Truncating Shortest Path Search for Efficient Map-Matching. | Takashi Imamichi, Takayuki Osogami, Rudy Raymond |
| 2016 | IJCAI | Gated Probabilistic Matrix Factorization: Learning Users' Attention from Missing Values. | Shohei Ohsawa, Yachiko Obara, Takayuki Osogami |
| 2015 | ICML | Robust partially observable Markov decision process. | Takayuki Osogami |
| 2014 | AAAI | Mixing-Time Regularized Policy Gradient. | Tetsuro Morimura, Takayuki Osogami, Tomoyuki Shirai |
| 2014 | ECAI | Efficient Policy Iteration for Periodic Markov Decision Processes. | Takayuki Osogami, Rudy Raymond |
| 2014 | ECAI | An Approximate Counting for Big Textual Data Streams. | Rudy Raymond, Teruo Koyanagi, Takayuki Osogami |
| 2014 | ICPR | A Hierarchical Bayesian Choice Model with Visibility. | Takayuki Osogami, Takayuki Katsuki |
| 2013 | IJCAI | Map Matching with Inverse Reinforcement Learning. | Takayuki Osogami, Rudy Raymond |
| 2013 | IJCAI | Improved Integer Programming Approaches for Chance-Constrained Stochastic Programming. | Hiroki Yanagisawa, Takayuki Osogami |
| 2013 | INFOCOM | Dependable virtual machine allocation. | Hiroki Yanagisawa, Takayuki Osogami, Rudy Raymond |
| 2012 | AAAI | Time-Consistency of Optimization Problems. | Takayuki Osogami, Tetsuro Morimura |
| 2012 | ICPR | Map matching with Hidden Markov Model on sampled road network. | Rudy Raymond, Tetsuro Morimura, Takayuki Osogami, Noriaki Hirosue |
| 2012 | SDM | Large-Scale Nonparametric Estimation of Vehicle Travel Time Distributions. | Rikiya Takahashi, Takayuki Osogami, Tetsuro Morimura |
| 2011 | DSN | Simple bounds for a transient queue. | Takayuki Osogami, Rudy Raymond |
| 2011 | WSC | Real-time data assimilation. | Shoko Suzuki, Takayuki Osogami |
| 2011 | UAI | Iterated risk measures for risk-sensitive Markov decision processes with discounted cost. | Takayuki Osogami |
| 2011 | SIGMETRICS | Tight moments-based bounds for queueing systems. | Varun Gupta, Takayuki Osogami |
| 2010 | SIGMETRICS | Semidefinite optimization for transient analysis of queues. | Takayuki Osogami, Rudy Raymond |
| 2009 | INFOCOM | A Fluid Limit for Cache Algorithms with General Request Processes. | Takayuki Osogami |
| 2008 | DSN | Evaluating availability under quasi-heavy-tailed repair times. | Sei Kato, Takayuki Osogami |
| 2007 | SIGMETRICS | Optimizing system configurations quickly by guessing at the performance. | Takayuki Osogami, Sei Kato |
| 2006 | WSC | Finding probably best systems quickly via simulation. | Takayuki Osogami |
| 2006 | SIGMETRICS | Finding probably better system configurations quickly. | Takayuki Osogami, Toshinari Itoko |
| 2005 | SIGMETRICS | Nearly insensitive bounds on SMART scheduling. | Adam Wierman, Mor Harchol-Balter, Takayuki Osogami |
| 2003 | ICDCS | Analysis of Task Assignment with Cycle Stealing under Central Queue. | Mor Harchol-Balter, Cuihong Li, Takayuki Osogami, Alan Scheller-Wolf, Mark S. Squillante |
| 2003 | MASCOTS | A Unified Framework for Modeling TCP-Vegas, TCP-SACK, and TCP-Reno. | Adam Wierman, Takayuki Osogami, Jrgen Olsn |
| 2003 | SIGMETRICS | Analysis of cycle stealing with switching cost. | Takayuki Osogami, Mor Harchol-Balter, Alan Scheller-Wolf |
| 2003 | SPAA | Cycle stealing under immediate dispatch task assignment. | Mor Harchol-Balter, Cuihong Li, Takayuki Osogami, Alan Scheller-Wolf, Mark S. Squillante |
| 2000 | ISAAC | Classification of Various Neighborhood Operations for the Nurse Scheduling Problem. | Takayuki Osogami, Hiroshi Imai |