Dale Schuurmans
University of Alberta
H-index: 63
North America-Canada
Top articles of Dale Schuurmans
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Managing temporal resolution in continuous value estimation: A fundamental trade-off | Zichen Zhang Johannes Kirschner Junxi Zhang Francesco Zanini Alex Ayoub | 2023/12/9 | |
Autoregressive graph generation machine learning models | 2024/4/2 | ||
Beyond Expectations: Learning with Stochastic Dominance Made Practical | arXiv preprint arXiv:2402.02698 | Shicong Cen Jincheng Mei Hanjun Dai Dale Schuurmans Yuejie Chi | 2024/2/5 |
Mitigating delusional bias in deep Q-learning for robotic and/or other agents | 2024/2/27 | ||
Learning universal policies via text-guided video generation | NeurIPS | Yilun Du Mengjiao Yang Bo Dai Hanjun Dai Ofir Nachum | 2023/1/31 |
Ordering-based Conditions for Global Convergence of Policy Gradient Methods | Advances in Neural Information Processing Systems | Jincheng Mei Bo Dai Alekh Agarwal Mohammad Ghavamzadeh Csaba Szepesvári | 2024/2/13 |
Discs: A benchmark for discrete sampling | Advances in Neural Information Processing Systems | Katayoon Goshvadi Haoran Sun Xingchao Liu Azade Nova Ruqi Zhang | 2024/2/13 |
Generative Models for Discrete Datasets Constrained by a Marginal Distribution Specification | 2024/4/4 | ||
Full Attention with Sparse Computation Cost | 2023/1/26 | ||
Energy-based predictive representations for partially observed reinforcement learning | Tianjun Zhang Tongzheng Ren Chenjun Xiao Wenli Xiao Joseph E Gonzalez | 2023/7/2 | |
Knowledge Graph Completion and Multi-Hop Reasoning in Knowledge Graphs at Scale | 2023/9/14 | ||
Scalable diffusion for materials generation | arXiv preprint arXiv:2311.09235 | Mengjiao Yang KwangHwan Cho Amil Merchant Pieter Abbeel Dale Schuurmans | 2023/10/18 |
Memory augmented large language models are computationally universal | arXiv preprint arXiv:2301.04589 | Dale Schuurmans | 2023/1/10 |
Probabilistic adaptation of text-to-video models | ICLR | Mengjiao Yang* Yilun Du* Bo Dai Dale Schuurmans Joshua B Tenenbaum | 2024 |
Using Chains of Thought to Prompt Machine-Learned Models Pre-Trained on Diversified Objectives | 2023/8/3 | ||
Stochastic Gradient Discrete Langevin Dynamics | Haoran Sun Bethany Yixin Wang Katayoon Goshvadi Yuan Xue Dale Schuurmans | 2023/10/13 | |
Learning to optimize with stochastic dominance constraints | arXiv preprint arXiv:2211.07767 | Hanjun Dai Yuan Xue Niao He Bethany Wang Na Li | 2022/11/14 |
Stochastic gradient succeeds for bandits | Jincheng Mei Zixin Zhong Bo Dai Alekh Agarwal Csaba Szepesvari | 2023/7/3 | |
Probabilistic Adaptation of Black-Box Text-to-Video Models | Sherry Yang Yilun Du Bo Dai Dale Schuurmans Joshua B Tenenbaum | 2023/10/13 | |
Prompting Machine-Learned Models Using Chains of Thought | 2023/12/7 |
Co-Authors
