Precise Minimax Regret for Logistic Regression
Jacquet, Philippe, Shamir, Gil I., Szpankowski, Wojciech
Published in 2022 IEEE International Symposium on Information Theory (ISIT) (26.06.2022)
Published in 2022 IEEE International Symposium on Information Theory (ISIT) (26.06.2022)
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Conference Proceeding
A Lower Bound for Regret in Logistic Regression
Shamir, Gil I., Szpankowski, Wojciech
Published in 2021 IEEE International Symposium on Information Theory (ISIT) (12.07.2021)
Published in 2021 IEEE International Symposium on Information Theory (ISIT) (12.07.2021)
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Conference Proceeding
Geometric shaping: low-density coding of Gaussian-like constellations
Boutros, Joseph J., Erez, Uri, Wonterghem, Johannes Van, Shamir, Gil I., Zemor, Gilles
Published in 2018 IEEE Information Theory Workshop (ITW) (01.11.2018)
Published in 2018 IEEE Information Theory Workshop (ITW) (01.11.2018)
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Conference Proceeding
Low Complexity Approximate Bayesian Logistic Regression for Sparse Online Learning
Shamir, Gil I., Szpankowski, Wojciech
Published in 2024 IEEE International Symposium on Information Theory (ISIT) (07.07.2024)
Published in 2024 IEEE International Symposium on Information Theory (ISIT) (07.07.2024)
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Conference Proceeding