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Poster
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Fri 16:30
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Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation
Wooseong Cho · Taehyun Hwang · Joongkyu Lee · Min-hwan Oh
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Poster
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Thu 11:00
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Trade-Offs of Diagonal Fisher Information Matrix Estimators
Alexander Soen · Ke Sun
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Poster
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Wed 16:30
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Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion
Zhiwei Bai · Jiajie Zhao · Yaoyu Zhang
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Poster
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Wed 11:00
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Randomized algorithms and PAC bounds for inverse reinforcement learning in continuous spaces
Angeliki Kamoutsi · Peter Schmitt-Förster · Tobias Sutter · Volkan Cevher · John Lygeros
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Poster
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Thu 11:00
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Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods
Yihan Zhang · Marco Mondelli
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Poster
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Fri 11:00
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Learning from higher-order correlations, efficiently: hypothesis tests, random features, and neural networks
Eszter Szekely · Lorenzo Bardone · Federica Gerace · Sebastian Goldt
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Poster
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Thu 11:00
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Randomized Sparse Matrix Compression for Large-Scale Constrained Optimization in Cancer Radiotherapy
Shima Adeli · Mojtaba Tefagh · Gourav Jhanwar · Masoud Zarepisheh
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Workshop
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Enhancing Multivariate Time Series Forecasting via Multi-Task Learning and Random Matrix Theory
Romain Ilbert · Malik Tiomoko · Cosme Louart · Vasilii Feofanov · Themis Palpanas · Ievgen Redko
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Poster
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Wed 16:30
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Nearly Optimal Approximation of Matrix Functions by the Lanczos Method
Noah Amsel · Tyler Chen · Anne Greenbaum · Cameron Musco · Christopher Musco
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Poster
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The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing
Yang Xu · Yihong Gu · Cong Fang
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Poster
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Thu 16:30
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Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting
Romain Ilbert · Malik Tiomoko · Cosme Louart · Ambroise Odonnat · Vasilii Feofanov · Themis Palpanas · Ievgen Redko
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Workshop
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Scalable Universal T-Cell Receptor Embeddings from Adaptive Immune Repertoires
Paidamoyo Chapfuwa · Ilker Demirel · Lorenzo Pisani · Javier Zazo · Elon Portugaly · H. Zahid · Julia Greissl
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