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Poster
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Wed 8:45
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Discrete-Smoothness in Online Algorithms with Predictions
Yossi Azar · Debmalya Panigrahi · Noam Touitou
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Poster
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Tue 8:45
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Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance
Nikita Kornilov · Ohad Shamir · Aleksandr Lobanov · Darina Dvinskikh · Alexander Gasnikov · Innokentiy Shibaev · Eduard Gorbunov · Samuel Horváth
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Poster
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Thu 8:45
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Non-Smooth Weakly-Convex Finite-sum Coupled Compositional Optimization
Quanqi Hu · Dixian Zhu · Tianbao Yang
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Poster
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Wed 8:45
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An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization
Marco Rando · Cesare Molinari · Lorenzo Rosasco · Silvia Villa
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Poster
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Tue 15:15
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Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals
Tam Nguyen · Tan Nguyen · Richard Baraniuk
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Poster
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Tue 8:45
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Oracle Complexity of Single-Loop Switching Subgradient Methods for Non-Smooth Weakly Convex Functional Constrained Optimization
Yankun Huang · Qihang Lin
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Affinity Workshop
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Cross-Lingual Speech-to-Speech Translation: A Generative AI Approach for Smooth Code Switching between Tamil and Dravidian Languages
VENKATESAN NATESAN · Shunmuga Priya MC · Arulanand Natarajan
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Affinity Workshop
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Cross-Lingual Speech-to-Speech Translation: A Generative AI Approach for Smooth Code Switching between Tamil and Dravidian Languages
VENKATESAN NATESAN · Shunmuga Priya MC · Arulanand Natarajan
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Workshop
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A novel analysis of gradient descent under directional smoothness
Aaron Mishkin · Ahmed Khaled · Aaron Defazio · Robert Gower
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Workshop
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Enhancing Diffusion-based Point Cloud Generation with Smoothness Constraint
Yukun Li · Liping Liu
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Workshop
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Fri 9:25
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Invited Talk 3 - Haoda Fu (Eli Lilly) - LLM Is Not All You Need. Generative AI on Smooth Manifolds
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Workshop
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Testing Approximate Stationarity Concepts for Piecewise Smooth Functions
Lai Tian · Anthony Man-Cho So
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