Tsuchida, Russell

16 publications

ICLR 2025 Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional, Black-Box Systems Dan MacKinlay, Russell Tsuchida, Daniel Edward Pagendam, Petra Kuhnert

UAI 2025 Label Distribution Learning Using the Squared Neural Family on the Probability Simplex Daokun Zhang, Russell Tsuchida, Dino Sejdinovic

CVPR 2025 Open Set Label Shift with Test Time Out-of-Distribution Reference Changkun Ye, Russell Tsuchida, Lars Petersson, Nick Barnes

NeurIPS 2025 Squared Families Are Useful Conjugate Priors Russell Tsuchida, Jiawei Liu, Cheng Soon Ong, Dino Sejdinovic

AAAI 2024 Exact, Fast and Expressive Poisson Point Processes via Squared Neural Families Russell Tsuchida, Cheng Soon Ong, Dino Sejdinovic

WACV 2024 Label Shift Estimation for Class-Imbalance Problem: A Bayesian Approach Changkun Ye, Russell Tsuchida, Lars Petersson, Nick Barnes

AISTATS 2023 Deep Equilibrium Models as Estimators for Continuous Latent Variables Russell Tsuchida, Cheng Soon Ong

NeurIPS 2023 Squared Neural Families: A New Class of Tractable Density Models Russell Tsuchida, Cheng Soon Ong, Dino Sejdinovic

TMLR 2023 Stochastic Gradient Updates Yield Deep Equilibrium Kernels Russell Tsuchida, Cheng Soon Ong

ICLR 2022 Declarative Nets That Are Equilibrium Models Russell Tsuchida, Suk Yee Yong, Mohammad Ali Armin, Lars Petersson, Cheng Soon Ong

AAAI 2022 Gaussian Process Bandits with Aggregated Feedback Mengyan Zhang, Russell Tsuchida, Cheng Soon Ong

NeurIPSW 2022 When Are Equilibrium Networks Scoring Algorithms? Russell Tsuchida, Cheng Soon Ong

AAAI 2021 Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks Russell Tsuchida, Tim Pearce, Christopher van der Heide, Fred Roosta, Marcus Gallagher

IJCAI 2019 Exchangeability and Kernel Invariance in Trained MLPs Russell Tsuchida, Fred (Farbod) Roosta, Marcus Gallagher

UAI 2019 Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions Tim Pearce, Russell Tsuchida, Mohamed Zaki, Alexandra Brintrup, Andy Neely

ICML 2018 Invariance of Weight Distributions in Rectified MLPs Russell Tsuchida, Fred Roosta, Marcus Gallagher