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20 Results
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Poster
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Wed 17:00 |
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction Jianyi Zhang · Ang Li · Minxue Tang · Jingwei Sun · Xiang Chen · Fan Zhang · Changyou Chen · Yiran Chen · Hai Li |
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Poster
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Thu 13:30 |
Privacy-Aware Compression for Federated Learning Through Numerical Mechanism Design Chuan Guo · Kamalika Chaudhuri · Pierre Stock · Michael Rabbat |
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Poster
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Tue 14:00 |
Infusing Lattice Symmetry Priors in Attention Mechanisms for Sample-Efficient Abstract Geometric Reasoning Mattia Atzeni · Mrinmaya Sachan · Andreas Loukas |
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Poster
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Thu 13:30 |
Are labels informative in semi-supervised learning? Estimating and leveraging the missing-data mechanism. Aude Sportisse · Hugo Schmutz · Olivier HUMBERT · Charles Bouveyron · Pierre-Alexandre Mattei |
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Oral
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Tue 21:18 |
Are labels informative in semi-supervised learning? Estimating and leveraging the missing-data mechanism. Aude Sportisse · Hugo Schmutz · Olivier HUMBERT · Charles Bouveyron · Pierre-Alexandre Mattei |
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Poster
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Wed 17:00 |
Online Mechanism Design for Information Acquisition Federico Cacciamani · Matteo Castiglioni · Nicola Gatti |
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Oral
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Wed 20:12 |
Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning Christopher Choquette-Choo · Hugh B McMahan · J K Rush · Abhradeep Guha Thakurta |
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Poster
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Tue 17:00 |
Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning Christopher Choquette-Choo · Hugh B McMahan · J K Rush · Abhradeep Guha Thakurta |
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Workshop
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Explainable Deep Learning for Disease Activity Prediction in Chronic Inflammatory Joint Diseases Cécile Trottet · Ahmed Allam · Raphael Micheroli · Aron Horvath · Michael Krauthammer · Caroline Ospelt |
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Affinity Workshop
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Mon 19:15 |
An Empirical Analysis Towards Replacing Vocabulary-Rigid Embeddings by a Vocabulary-Free Mechanism Alejandro Rodriguez Perez · Korn Sooksatra · Pablo Rivas · Ernesto Quevedo Caballero · Javier Turek · Gisela Bichler · Tomas Cerny · Laurie Giddens · Stacie Petter |
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Workshop
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Diffusion on the Probability Simplex Griffin Floto · Thorsteinn Jonsson · Mihai Nica · Scott Sanner · Eric Zhu |
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Workshop
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Margin Maximization in Attention Mechanism Davoud Ataee Tarzanagh · Yingcong Li · Xuechen Zhang · Samet Oymak |