Sharad Vikram
8 papers · 2016–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(17)
β
The Questioner
Conferences
AISTATS (3)
ICML (3)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
variational inference
(2)
hierarchical clustering
(2)
posterior distribution
(2)
markov chain monte carlo
(2)
chain-of-thought reasoning
(1)
text generation
(1)
bayesian nonparametrics
(1)
posterior sampling
(1)
natural language processing
(1)
stochastic variational inference
(1)
bayesian model
(1)
mixture distribution
(1)
model-based reinforcement learning
(1)
probabilistic programming
(1)
hamiltonian monte carlo
(1)
expectation maximization
(1)
representation learning
(1)
generative model
(1)
latent representation
(1)
bayesian clustering
(1)
Papers
Training Chain-of-Thought via Latent-Variable Inference
NIPS 2023
What Are Bayesian Neural Network Posteriors Really Like?
ICML 2021
Automatic structured variational inference
AISTATS 2021
Automatic Differentiation Variational Inference with Mixtures
AISTATS 2021
The LORACs Prior for VAEs: Letting the Trees Speak for the Data
AISTATS 2019
SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning
ICML 2019
Estimating Reactions and Recommending Products with Generative Models of Reviews
IJCNLP 2017
Interactive Bayesian Hierarchical Clustering
ICML 2016