Bani Mallick
7 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π£ Hot Topic Early Bird π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ICML (2)
UAI (2)
ICLR (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
nonparametric regression
(2)
probabilistic modeling
(1)
manifold learning
(1)
bayesian inference
(1)
markov chain monte carlo
(1)
quantile regression
(1)
multivariate analysis
(1)
hierarchical model
(1)
causal structure
(1)
manifold regression
(1)
latent variable model
(1)
spanning tree
(1)
latent variable
(1)
multimodal distribution
(1)
spatial datum
(1)
decision tree
(1)
bayesian additive regression tree
(1)
categorical datum
(1)
markov equivalence class
(1)
posterior concentration
(1)
Papers
Global-Local Dirichlet Processes for Clustering Grouped Data in the Presence of Group-Specific Idiosyncratic Variables
ICML 2025
Calibrating the Rigged Lottery: Making All Tickets Reliable
ICLR 2023
Adaptive Conditional Quantile Neural Processes
UAI 2023
BAMDT: Bayesian Additive Semi-Multivariate Decision Trees for Nonparametric Regression
ICML 2022
Ordinal causal discovery
UAI 2022
BAST: Bayesian Additive Regression Spanning Trees for Complex Constrained Domain
NIPS 2021
A Bayesian Contiguous Partitioning Method for Learning Clustered Latent Variables
JMLR 2021