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Workshop
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Sat 12:15
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Albert Gu - Structured State Space Models for Deep Sequence Modeling.
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Poster
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Tue 15:15
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Learning Space-Time Continuous Latent Neural PDEs from Partially Observed States
Valerii Iakovlev · Markus Heinonen · Harri Lähdesmäki
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Workshop
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Generalised Hyperbolic State-space Models for Inference in Dynamic Systems
Yaman Kindap · Simon Godsill
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Poster
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Thu 8:45
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State-space models with layer-wise nonlinearity are universal approximators with exponential decaying memory
Shida Wang · Beichen Xue
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Poster
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Tue 8:45
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Bayesian Learning of Optimal Policies in Markov Decision Processes with Countably Infinite State-Space
Saghar Adler · Vijay Subramanian
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Workshop
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LASER: LLM Agent with State-Space Exploration for Web Navigation
Kaixin Ma · Hongming Zhang · Hongwei Wang · Xiaoman Pan · Dong Yu
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Workshop
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LASER: LLM Agent with State-Space Exploration for Web Navigation
Kaixin Ma · Hongming Zhang · Hongwei Wang · Xiaoman Pan · Dong Yu
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Workshop
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DISTRIBUTIONALLY ROBUST MODEL-BASED REINFORCEMENT LEARNING WITH LARGE STATE SPACES
Shyam Sundhar Ramesh · Pier Giuseppe Sessa · Yifan Hu · Andreas Krause · Ilija Bogunovic
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Poster
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Tue 15:15
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Structured State Space Models for In-Context Reinforcement Learning
Chris Lu · Yannick Schroecker · Albert Gu · Emilio Parisotto · Jakob Foerster · Satinder Singh · Feryal Behbahani
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Workshop
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Mastering Memory Tasks with World Models
Mohammad Reza Samsami · Artem Zholus · Janarthanan Rajendran · Sarath Chandar
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Poster
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Thu 8:45
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Eliminating Domain Bias for Federated Learning in Representation Space
Jianqing Zhang · Yang Hua · Jian Cao · Hao Wang · Tao Song · Zhengui XUE · Ruhui Ma · Haibing Guan
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Workshop
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Physics - Informed Machine Learning for Reduced Space Chemical Kinetics
Anuj Kumar · Tarek Echekki
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