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Workshop
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Associative Memories with Heavy-Tailed Data
Vivien Cabannes · Elvis Dohmatob · Alberto Bietti
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Poster
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Wed 8:45
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Provably Robust Temporal Difference Learning for Heavy-Tailed Rewards
Semih Cayci · Atilla Eryilmaz
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Workshop
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High-dimensional robust regression under heavy-tailed data: Asymptotics and Universality
Urte Adomaityte · Leonardo Defilippis · Bruno Loureiro · Gabriele Sicuro
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Poster
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Thu 8:45
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Classification of Heavy-tailed Features in High Dimensions: a Superstatistical Approach
Urte Adomaityte · Gabriele Sicuro · Pierpaolo Vivo
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Workshop
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Why Adam Outperforms Gradient Descent on Language Models: A Heavy-Tailed Class Imbalance Problem
Robin Yadav · Frederik Kunstner · Mark Schmidt · Alberto Bietti
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Workshop
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Large Deviations and Metastability Analysis for Heavy-Tailed Dynamical Systems
Chang-Han Rhee · Xingyu Wang
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Poster
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Wed 15:00
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A Heavy-Tailed Algebra for Probabilistic Programming
Feynman Liang · Liam Hodgkinson · Michael Mahoney
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Workshop
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Associative Memories with Heavy-Tailed Data
Vivien Cabannes · Elvis Dohmatob · Alberto Bietti
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Poster
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Wed 15:00
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Efficient Algorithms for Generalized Linear Bandits with Heavy-tailed Rewards
Bo Xue · Yimu Wang · Yuanyu Wan · Jinfeng Yi · Lijun Zhang
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Workshop
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Variational Inference for SDEs Driven by Fractional Noise
Rembert Daems · Manfred Opper · Guillaume Crevecoeur · Tolga Birdal
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Poster
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Thu 8:45
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Tackling Heavy-Tailed Rewards in Reinforcement Learning with Function Approximation: Minimax Optimal and Instance-Dependent Regret Bounds
Jiayi Huang · Han Zhong · Liwei Wang · Lin Yang
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Workshop
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Robust gradient estimation in the presence of heavy-tailed noise
Fabian Schaipp · Umut Simsekli · Robert Gower
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