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733 Results
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Towards Optimizing SQL Generation via LLM Routing Mohammadhossein Malekpour · Nour Shaheen · Foutse Khomh · Amine Mhedhbi |
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Lightspeed Black-box Bayesian Optimization via Local Score Matching Yakun Wang · Sherman Khoo · Song Liu |
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WASH: Train your Ensemble with Communication-Efficient Weight Shuffling, then Average Louis Fournier · Adel Nabli · Masih Aminbeidokhti · Marco Pedersoli · Eugene Belilovsky · Edouard Oyallon |
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BALLAST: Bayesian Active Learning with Look-ahead Amendment for Sea-drifter Trajectories Rui-Yang Zhang · Henry Moss · Lachlan Astfalck · Edward Cripps · David Leslie |
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Bayesian Optimization over Bounded Domains with Beta Product Kernels Huy Hoang Nguyen · Han Zhou · Matthew Blaschko · Aleksei Tiulpin |
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Learning to Optimize Molecules with a Chemical Language Model Jarret Ross · Samuel Hoffman · Brian Belgodere · Vijil Chenthamarakshan · Youssef Mroueh · Payel Das |
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Deconstructing What Makes a Good Optimizer for Language Models Rosie Zhao · Depen Morwani · David Brandfonbrener · Nikhil Vyas · Sham Kakade |
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Sun 11:00 |
Talk 1: *SOAP: Improving and Stabilizing Shampoo using Adam* and Talk 2: *μLO: Compute-Efficient Meta-Generalization of Learned Optimizers* Depen Morwani · Benjamin Thérien |
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SOAP: Improving and Stabilizing Shampoo using Adam Nikhil Vyas · Depen Morwani · Rosie Zhao · Itai Shapira · David Brandfonbrener · Lucas Janson · Sham Kakade |
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Fast decentralized gradient tracking for federated learning with local updates: From mini to minimax optimization Chris Junchi Li |
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Sat 13:00 |
Iterative Optimization of SDS Loss for Video Generation from Multi-Object Sketches Donghun Kim · Changho Choi · Junmo Kim |
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Sat 10:30 |
Articulatory Synthesis of Speech and Diverse Vocal Sounds via Optimization Luke Mo · Manuel Cherep · Nikhil Singh · Quinn Langford · Patricia Maes |