Shivvrat Arya
6 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (16)
β‘
Prolific Year
(5)
Conferences
AISTATS (3)
NIPS (2)
AAAI (1)
Top co-authors
Keywords
self-supervised learning
(3)
most probable explanation
(2)
neural network
(2)
markov network
(2)
probabilistic inference
(2)
probabilistic circuit
(2)
integer linear programming
(1)
bayesian network
(1)
probabilistic model
(1)
probabilistic graphical model
(1)
inference algorithm
(1)
deep neural network
(1)
inference optimization
(1)
teacher-student framework
(1)
egocentric video
(1)
self-supervised loss
(1)
procedural activity
(1)
dataset benchmark
(1)
log-linear model
(1)
dependency network
(1)
Papers
SINE: Scalable MPE Inference for Probabilistic Graphical Models using Advanced Neural Embeddings
AISTATS 2025
A Neural Network Approach for Efficiently Answering Most Probable Explanation Queries in Probabilistic Models
NIPS 2024
CaptainCook4D: A Dataset for Understanding Errors in Procedural Activities
NIPS 2024
Neural Network Approximators for Marginal MAP in Probabilistic Circuits
AAAI 2024
Learning to Solve the Constrained Most Probable Explanation Task in Probabilistic Graphical Models
AISTATS 2024
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification
AISTATS 2024