Mallick, Bani

9 publications

ICML 2025 Global-Local Dirichlet Processes for Clustering Grouped Data in the Presence of Group-Specific Idiosyncratic Variables Arhit Chakrabarti, Yang Ni, Debdeep Pati, Bani Mallick

CPAL 2024 Balance Is Essence: Accelerating Sparse Training via Adaptive Gradient Correction Bowen Lei, Dongkuan Xu, Ruqi Zhang, Shuren He, Bani Mallick

TMLR 2024 Embracing Unknown Step by Step: Towards Reliable Sparse Training in Real World Bowen Lei, Dongkuan Xu, Ruqi Zhang, Bani Mallick

UAI 2023 Adaptive Conditional Quantile Neural Processes Peiman Mohseni, Nick Duffield, Bani Mallick, Arman Hasanzadeh

ICLR 2023 Calibrating the Rigged Lottery: Making All Tickets Reliable Bowen Lei, Ruqi Zhang, Dongkuan Xu, Bani Mallick

ICML 2022 BAMDT: Bayesian Additive Semi-Multivariate Decision Trees for Nonparametric Regression Zhao Tang Luo, Huiyan Sang, Bani Mallick

UAI 2022 Ordinal Causal Discovery Yang Ni, Bani Mallick

JMLR 2021 A Bayesian Contiguous Partitioning Method for Learning Clustered Latent Variables Zhao Tang Luo, Huiyan Sang, Bani Mallick

NeurIPS 2021 BAST: Bayesian Additive Regression Spanning Trees for Complex Constrained Domain Zhao Tang Luo, Huiyan Sang, Bani Mallick