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Workshop
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Sun 10:25
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AVUA: Adaptive Video Understanding Agent Enhancing efficiency with dynamic frame sampling and feedback-driven reasoning
Sullam Jeoung · Goeric Huybrechts · Bhavana Ganesh · Aram Galstyan · Sravan Babu Bodapati
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Workshop
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Implementing Human Information-Seeking Behaviour with Action-Agnostic Bayesian Surprise
Emmanuel Daucé · Hamza Hallaoui · Andrea Brovelli
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Poster
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Wed 16:30
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Adaptive Sampling for Efficient Softmax Approximation
Tavor Baharav · Ryan Kang · Colin Sullivan · Mo Tiwari · Eric Luxenberg · David Tse · Mert Pilanci
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Poster
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Fri 11:00
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Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models
Puqian Wang · Nikos Zarifis · Ilias Diakonikolas · Jelena Diakonikolas
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Poster
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Wed 16:30
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Efficient Leverage Score Sampling for Tensor Train Decomposition
Vivek Bharadwaj · Beheshteh Toloueirakhshan · Osman Asif Malik · Guillaume Rabusseau
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Poster
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Wed 16:30
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SeeA*: Efficient Exploration-Enhanced A* Search by Selective Sampling
Dengwei Zhao · Shikui Tu · Lei Xu
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Poster
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Wed 16:30
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Inevitable Trade-off between Watermark Strength and Speculative Sampling Efficiency for Language Models
Zhengmian Hu · Heng Huang
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Workshop
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Directly Optimizing for Synthesizability in Generative Molecular Design using Retrosynthesis Models
Jeff Guo · Philippe Schwaller
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Workshop
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Order-Optimal Regret in Distributed Kernel Bandits using Uniform Sampling with Shared Randomness
Nikola Pavlovic · Sudeep Salgia · Qing Zhao
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Poster
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Wed 16:30
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Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning
Huancheng Chen · Haris Vikalo
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Poster
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Thu 16:30
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Enhancing Efficiency of Safe Reinforcement Learning via Sample Manipulation
Shangding Gu · Laixi Shi · Yuhao Ding · Alois Knoll · Costas J Spanos · Adam Wierman · Ming Jin
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Workshop
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Efficient Compression of Sparse Accelerator Data Using Implicit Neural Representations and Importance Sampling
Xihaier Luo · Samuel Lurvey · Yi Huang · Yihui Ren · Jin Huang · Byung-Jun Yoon
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