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Poster
Thu 4:30 On the Maximal Local Disparity of Fairness-Aware Classifiers
Jinqiu Jin · Haoxuan Li · Fuli Feng
Oral
Thu 8:00 GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
Jiawei Zhao · Zhenyu Zhang · Beidi Chen · Zhangyang “Atlas” Wang · Anima Anandkumar · Yuandong Tian
Poster
Thu 4:30 A Tale of Tails: Model Collapse as a Change of Scaling Laws
Elvis Dohmatob · Yunzhen Feng · Pu Yang · Francois Charton · Julia Kempe
Oral
Tue 8:00 ViP: A Differentially Private Foundation Model for Computer Vision
Yaodong Yu · Maziar Sanjabi · Yi Ma · Kamalika Chaudhuri · Chuan Guo
Poster
Thu 4:30 ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy
Kirill Vishniakov · Zhiqiang Shen · Zhuang Liu
Oral
Thu 1:45 Discovering Environments with XRM
Mohammad Pezeshki · Diane Bouchacourt · Mark Ibrahim · Nicolas Ballas · Pascal Vincent · David Lopez-Paz
Poster
Thu 2:30 Discovering Environments with XRM
Mohammad Pezeshki · Diane Bouchacourt · Mark Ibrahim · Nicolas Ballas · Pascal Vincent · David Lopez-Paz
Poster
Thu 2:30 On The Fairness Impacts of Hardware Selection in Machine Learning
Sree Harsha Nelaturu · Nishaanth Kanna · Cuong Tran · Sara Hooker · Ferdinando Fioretto
Oral
Tue 7:45 Position: AI-Powered Autonomous Weapons Risk Geopolitical Instability and Threaten AI Research
Riley Simmons-Edler · Ryan Badman · Shayne Longpre · Kanaka Rajan
Poster
Tue 4:30 Scaling Speech Technology to 1,000+ Languages
Vineel Pratap Konduru · Andros Tjandra · Bowen Shi · Paden Tomasello · Arun Babu · Sayani Kundu · Ali Elkahky · Zhaoheng Ni · Apoorv Vyas Vyas · Maryam Fazel-Zarandi · Alexei Baevski · Yossi Adi · Xiaohui Zhang · Wei-Ning Hsu · Alexis Conneau · Michael Auli
Oral
Wed 2:15 Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks
Linyuan Gong · Sida Wang · Mostafa Elhoushi · Alvin Cheung
Poster
Wed 2:30 Fair Off-Policy Learning from Observational Data
Dennis Frauen · Valentyn Melnychuk · Stefan Feuerriegel