Shivvrat Arya
6 papers · 2024–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(14)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Deep Learning
(4)
Bayesian & Probabilistic · Machine Learning
(4)
Optimization & Theory
(4)
Architectures
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core Methods
(2)
Learning Types · Deep Learning
(1)
Keywords
self-supervised learning
(4)
most probable explanation
(3)
neural network
(2)
probabilistic circuit
(2)
probabilistic graphical model
(2)
markov network
(2)
probabilistic inference
(2)
integer linear programming
(1)
bayesian network
(1)
probabilistic 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
NeurIPS 2024
CaptainCook4D: A Dataset for Understanding Errors in Procedural Activities
NeurIPS 2024
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification
AISTATS 2024
Learning to Solve the Constrained Most Probable Explanation Task in Probabilistic Graphical Models
AISTATS 2024
Neural Network Approximators for Marginal MAP in Probabilistic Circuits
AAAI 2024