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Poster
Wed 15:00 Revisiting Logistic-softmax Likelihood in Bayesian Meta-Learning for Few-Shot Classification
Tianjun Ke · Haoqun Cao · Zenan Ling · Feng Zhou
Poster
Thu 15:00 Efficient Robust Bayesian Optimization for Arbitrary Uncertain inputs
Lin Yang · Junlong Lyu · Wenlong Lyu · Zhitang Chen
Poster
Wed 15:00 BayesTune: Bayesian Sparse Deep Model Fine-tuning
Minyoung Kim · Timothy Hospedales
Poster
Tue 8:45 Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks
Steven Adriaensen · Herilalaina Rakotoarison · Samuel Müller · Frank Hutter
Poster
Tue 8:45 Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network
Tristan Deleu · Mizu Nishikawa-Toomey · Jithendaraa Subramanian · Nikolay Malkin · Laurent Charlin · Yoshua Bengio
Poster
Thu 15:00 Optimal Regret Is Achievable with Bounded Approximate Inference Error: An Enhanced Bayesian Upper Confidence Bound Framework
Ziyi Huang · Henry Lam · Amirhossein Meisami · Haofeng Zhang
Poster
Tue 8:45 Self-Correcting Bayesian Optimization through Bayesian Active Learning
Carl Hvarfner · Erik Hellsten · Frank Hutter · Luigi Nardi
Workshop
On the Temperature of Bayesian Graph Neural Networks for Conformal Prediction
Seohyeon Cha · Honggu Kang · Joonhyuk Kang
Workshop
Machine Learning Assisted Bayesian Calibration of Model Physics Parameters for Wetland Methane Emissions: A Case Study at a FLUXNET-CH4 Site
Sandeep Chinta · Xiang Gao · Qing Zhu
Poster
Tue 8:45 Advancing Bayesian Optimization via Learning Correlated Latent Space
Seunghun Lee · Jaewon Chu · Sihyeon Kim · Juyeon Ko · Hyunwoo Kim
Workshop
Preference-Guided Bayesian Optimization for Control Policy Learning: Application to Personalized Plasma Medicine
Ketong Shao · Diego Romeres · Ankush Chakrabarty · Ali Mesbah
Workshop
Causal Inference in Gene Regulatory Networks with GFlowNet: Towards Scalability in Large Systems
Trang Nguyen · Alexander Tong · Kanika Madan · Yoshua Bengio · Dianbo Liu