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Workshop
Particle-based Variational Inference with Preconditioned Functional Gradient Flow
Hanze Dong · Xi Wang · Yong Lin · Tong Zhang
Poster
Thu 9:00 Automatic Differentiation of Programs with Discrete Randomness
Gaurav Arya · Moritz Schauer · Frank Schäfer · Christopher Rackauckas
Poster
Wed 9:00 SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance
Edouard YVINEC · Arnaud Dapogny · Matthieu Cord · Kevin Bailly
Poster
Thu 14:00 Variational inference via Wasserstein gradient flows
Marc Lambert · Sinho Chewi · Francis Bach · Silvère Bonnabel · Philippe Rigollet
Poster
Thu 14:00 Markov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian Gradients
Kyurae Kim · Jisu Oh · Jacob Gardner · Adji Bousso Dieng · Hongseok Kim
Poster
Tue 9:00 Natural gradient enables fast sampling in spiking neural networks
Paul Masset · Jacob Zavatone-Veth · J. Patrick Connor · Venkatesh Murthy · Cengiz Pehlevan
Workshop
Conditional gradient-based method for bilevel optimization with convex lower-level problem
Ruichen Jiang · Nazanin Abolfazli · Aryan Mokhtari · Erfan Yazdandoost Hamedani
Workshop
Score Modeling for Simulation-based Inference
Tomas Geffner · George Papamakarios · Andriy Mnih
Workshop
Monte Carlo Techniques for Addressing Large Errors and Missing Data in Simulation-based Inference
Bingjie Wang · Joel Leja · Victoria Villar · Joshua Speagle
Panel
Thu 10:45 Panel 5A-4: Uni[MASK]: Unified Inference… & Model-Based Offline Reinforcement…
Kaiyang Guo · Micah Carroll
Workshop
Sat 7:20 Information-based exploration under active inference
Noor Sajid
Poster
Wed 9:00 Understanding Benign Overfitting in Gradient-Based Meta Learning
Lisha Chen · Songtao Lu · Tianyi Chen