Avinava Dubey
9 papers · 2013–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (30) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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Conference Pioneer
🗃️
Keyword Collector
(61)
Top co-authors
Research topics
Machine Learning
(9)
Optimization & Theory
(6)
Core Methods
(5)
Artificial Intelligence
(4)
Deep Learning
(3)
Architectures
(3)
Mathematics & Optimization
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Optimization
(2)
Application Areas
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Keywords
bayesian nonparametrics
(3)
graphical model
(2)
low displacement rank
(2)
matrix decomposition
(1)
dirichlet process
(1)
explanation generation
(1)
semi-supervised learning
(1)
variational inference
(1)
bayesian inference
(1)
matrix factorization
(1)
density estimation
(1)
graph classification
(1)
markov chain monte carlo
(1)
hierarchical clustering
(1)
kernel learning
(1)
nonparametric bayesian
(1)
outlier detection
(1)
classifier combination
(1)
distributed inference
(1)
transformer architecture
(1)
Papers
Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers
NeurIPS 2024
Structured Unrestricted-Rank Matrices for Parameter Efficient Finetuning
NeurIPS 2024
Exact and approximate hierarchical clustering using A*
UAI 2021
Contextual Explanation Networks
JMLR 2020
Transformation Autoregressive Networks
ICML 2018
Bayesian Nonparametric Kernel-Learning
AISTATS 2016
Estimating Accuracy from Unlabeled Data: A Bayesian Approach
ICML 2016
Large-scale Distributed Dependent Nonparametric Trees
ICML 2015
Parallel Markov Chain Monte Carlo for Nonparametric Mixture Models
ICML 2013