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73 Results
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Poster
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Mon 2:30 |
Interpretable Debiasing of Vectorized Language Representations with Iterative Orthogonalization Prince Aboagye · Yan Zheng · Jack Shunn · Chin-Chia Michael Yeh · Junpeng Wang · Zhongfang Zhuang · Huiyuan Chen · Liang Wang · Wei Zhang · Jeff Phillips |
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Poster
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FIFA: Making Fairness More Generalizable in Classifiers Trained on Imbalanced Data Zhun Deng · Jiayao Zhang · Linjun Zhang · Ting Ye · Yates Coley · Weijie J Su · James Y Zou |
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Poster
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Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning Anton Bakhtin · David Wu · Adam Lerer · Jonathan Gray · Athul Jacob · Gabriele Farina · Alexander Miller · Noam Brown |
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Poster
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Tue 7:30 |
Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization Sangwon Jung · Taeeon Park · Sanghyuk Chun · Taesup Moon |
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Poster
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Mon 2:30 |
Equal Improvability: A New Fairness Notion Considering the Long-term Impact Ozgur Guldogan · Yuchen Zeng · Jy-yong Sohn · Ramtin Pedarsani · Kangwook Lee |
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Poster
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Wed 2:30 |
Bias Propagation in Federated Learning Hongyan Chang · Reza Shokri |
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Poster
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AudioGen: Textually Guided Audio Generation Felix Kreuk · Gabriel Synnaeve · Adam Polyak · Uriel Singer · Alexandre Défossez · Jade Copet · Devi Parikh · Yaniv Taigman · Yossi Adi |
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Poster
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Mon 2:30 |
Human-Guided Fair Classification for Natural Language Processing Florian Eddie Dorner · Momchil Peychev · Nikola Konstantinov · Naman Goel · Elliott Ash · Martin Vechev |
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Poster
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FairGBM: Gradient Boosting with Fairness Constraints André F Cruz · Catarina Belém · João Bravo · Pedro Saleiro · Pedro Bizarro |
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Poster
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Malign Overfitting: Interpolation and Invariance are Fundamentally at Odds Yoav Wald · Gal Yona · Uri Shalit · Yair Carmon |
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Poster
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Wed 2:30 |
Latent State Marginalization as a Low-cost Approach for Improving Exploration Dinghuai Zhang · Aaron Courville · Yoshua Bengio · Qinqing Zheng · Amy Zhang · Ricky T. Q. Chen |
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Workshop
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Thu 4:00 |
SemDeDup: Data-efficient learning at web-scale through semantic deduplication Amro Kamal · Kushal Tirumala · Daniel Simig · Surya Ganguli · Ari Morcos |