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Poster
Tue 9:00 On the SDEs and Scaling Rules for Adaptive Gradient Algorithms
Sadhika Malladi · Kaifeng Lyu · Abhishek Panigrahi · Sanjeev Arora
Poster
Thu 14:00 Adam Can Converge Without Any Modification On Update Rules
Yushun Zhang · Congliang Chen · Naichen Shi · Ruoyu Sun · Zhi-Quan Luo
Poster
Thu 14:00 Dataset Inference for Self-Supervised Models
Adam Dziedzic · Haonan Duan · Muhammad Ahmad Kaleem · Nikita Dhawan · Jonas Guan · Yannis Cattan · Franziska Boenisch · Nicolas Papernot
Poster
Wed 14:00 On the Sample Complexity of Stabilizing LTI Systems on a Single Trajectory
Yang Hu · Adam Wierman · Guannan Qu
Poster
Wed 14:00 Gradient Descent Is Optimal Under Lower Restricted Secant Inequality And Upper Error Bound
Charles Guille-Escuret · Adam Ibrahim · Baptiste Goujaud · Ioannis Mitliagkas
Competition
Wed 5:00 Second AmericasNLP Competition: Speech-to-Text Translation for Indigenous Languages of the Americas
Manuel Mager · Katharina Kann · Abteen Ebrahimi · Félix Arturo Oncevay Marcos · Rodolfo Joel Zevallos Salazar · Adam Wiemerslage · Pavel Denisov · John E. Ortega · Kristine Stenzel · Aldo Alvarez · Luis Chiruzzo · Rolando Coto-Solano · Hilaria Cruz · Sofía Flores-Solórzano · Ivan Vladimir Meza Ruiz · Alexis Palmer · Thang Vu
Poster
Wed 14:00 Data Distributional Properties Drive Emergent In-Context Learning in Transformers
Stephanie Chan · Adam Santoro · Andrew Lampinen · Jane Wang · Aaditya Singh · Pierre Richemond · James McClelland · Felix Hill
Poster
Tue 9:00 Hardness of Noise-Free Learning for Two-Hidden-Layer Neural Networks
Sitan Chen · Aravind Gollakota · Adam Klivans · Raghu Meka
Poster
Thu 14:00 Efficient and Near-Optimal Smoothed Online Learning for Generalized Linear Functions
Adam Block · Max Simchowitz
Poster
Thu 9:00 Exploiting the Relationship Between Kendall's Rank Correlation and Cosine Similarity for Attribution Protection
Fan Wang · Adams Wai Kin Kong
Poster
Wed 9:00 Confident Adaptive Language Modeling
Tal Schuster · Adam Fisch · Jai Gupta · Mostafa Dehghani · Dara Bahri · Vinh Tran · Yi Tay · Donald Metzler
Poster
Wed 14:00 Does GNN Pretraining Help Molecular Representation?
Ruoxi Sun · Hanjun Dai · Adams Wei Yu