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Affinity Event
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Mirror Langevin Dynamics with Plug-and-Play Priors for Poisson Inverse Problems
Teresa Klatzer · Savvas Melidonis · Konstantinos Zygalakis · Marcelo Pereyra
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Poster
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Thu 16:30
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Constrained Sampling with Primal-Dual Langevin Monte Carlo
Luiz Chamon · Mohammad Reza Karimi Jaghargh · Anna Korba
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Poster
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Thu 11:00
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Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning
Eli Chien · Haoyu Wang · Ziang Chen · Pan Li
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Poster
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Thu 11:00
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Mean-Field Langevin Dynamics for Signed Measures via a Bilevel Approach
Guillaume Wang · Alireza Mousavi-Hosseini · Lénaïc Chizat
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Poster
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Wed 11:00
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The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models
Saravanan Kandasamy · Dheeraj Nagaraj
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Workshop
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Langevin Dynamics: A Unified Perspective on Optimization via Lyapunov Potentials
August Chen · Ayush Sekhari · Karthik Sridharan
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Workshop
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Classifier-Free Guidance is a Predictor-Corrector
Arwen Bradley · Preetum Nakkiran
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Workshop
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Characterizing the Training Dynamics of Private Fine-tuning with Langevin diffusion
Shuqi Ke · Charlie Hou · Sewoong Oh · Giulia Fanti
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Workshop
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TELD: Trajectory-Level Langevin Dynamics for Versatile Constrained Sampling
Magnus Petersen · Gemma Roig · Roberto Covino
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Workshop
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Sat 10:30
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Classifier-Free Guidance is a Predictor-Corrector
Arwen Bradley · Preetum Nakkiran
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