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Poster
Thu 10:45 Alleviating Label Switching with Optimal Transport
Pierre Monteiller · Sebastian Claici · Edward Chien · Farzaneh Mirzazadeh · Justin Solomon · Mikhail Yurochkin
Poster
Wed 17:00 Expressive power of tensor-network factorizations for probabilistic modeling
Ivan Glasser · Ryan Sweke · Nicola Pancotti · Jens Eisert · Ignacio Cirac
Poster
Wed 10:45 Scalable inference of topic evolution via models for latent geometric structures
Mikhail Yurochkin · Zhiwei Fan · Aritra Guha · Paraschos Koutris · XuanLong Nguyen
Poster
Wed 10:45 Bayesian Joint Estimation of Multiple Graphical Models
Lingrui Gan · Xinming Yang · Naveen Narisetty · Feng Liang
Poster
Thu 17:00 Bayesian Optimization with Unknown Search Space
Huong Ha · Santu Rana · Sunil Gupta · Thanh Nguyen-Tang · Hung Tran-The · Svetha Venkatesh
Poster
Tue 17:30 Learning Non-Convergent Non-Persistent Short-Run MCMC Toward Energy-Based Model
Erik Nijkamp · Mitch Hill · Song-Chun Zhu · Ying Nian Wu
Poster
Tue 17:30 Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model
Atilim Gunes Baydin · Lei Shao · Wahid Bhimji · Lukas Heinrich · Saeid Naderiparizi · Andreas Munk · Jialin Liu · Bradley Gram-Hansen · Gilles Louppe · Lawrence Meadows · Philip Torr · Victor Lee · Kyle Cranmer · Mr. Prabhat · Frank Wood
Poster
Tue 17:30 Offline Contextual Bayesian Optimization
Ian Char · Youngseog Chung · Willie Neiswanger · Kirthevasan Kandasamy · Oak Nelson · Mark Boyer · Egemen Kolemen · Jeff Schneider