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Search All 2023 Events
40 Results
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Poster
SP2 : A Second Order Stochastic Polyak Method
Shuang Li · William Swartworth · Martin Takáč · Deanna Needell · Robert M. Gower
Poster
Tue 7:30
Neural Lagrangian Schr\"{o}dinger Bridge: Diffusion Modeling for Population Dynamics
Takeshi Koshizuka · Issei Sato
Poster
Tue 2:30
Noise Is Not the Main Factor Behind the Gap Between Sgd and Adam on Transformers, But Sign Descent Might Be
Frederik Kunstner · Jacques Chen · Jonathan Lavington · Mark Schmidt
Poster
Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding
Tianyang Hu · Zhili LIU · Fengwei Zhou · Wenjia Wang · Weiran Huang
Poster
Wed 2:30
Stochastic Differentially Private and Fair Learning
Andrew Lowy · Devansh Gupta · Meisam Razaviyayn
Poster
Mon 7:30
Effects of Graph Convolutions in Multi-layer Networks
Aseem Baranwal · Kimon Fountoulakis · Aukosh Jagannath
Oral
Mon 6:20
Effects of Graph Convolutions in Multi-layer Networks
Aseem Baranwal · Kimon Fountoulakis · Aukosh Jagannath
Poster
Mon 7:30
Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions
Sitan Chen · Sinho Chewi · Jerry Li · Yuanzhi Li · Adil Salim · Anru Zhang
Oral
Mon 6:50
Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions
Sitan Chen · Sinho Chewi · Jerry Li · Yuanzhi Li · Adil Salim · Anru Zhang
Poster
Wed 7:30
Learning with Stochastic Orders
Carles Domingo i Enrich · Yair Schiff · Youssef Mroueh
Poster
Tue 7:30
Faster federated optimization under second-order similarity
Ahmed Khaled · Chi Jin
Workshop
Latent Stochastic Differential Equations for Modeling Quasar Variability and Inferring Black Hole Properties
Joshua Fagin · Ji Won Park · Henry Best · Matt O'Dowd
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