Sahil Sidheekh
8 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (21) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (14)
π
Academic Marathon
(5)
π
Renaissance Researcher
(5)
π§¬
Topic Evolution
π₯
Unstoppable
(5)
β
The Questioner
Conferences
AAAI (3)
UAI (2)
AISTATS (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
probabilistic circuit
(4)
generative model
(3)
normalizing flow
(2)
game theory
(1)
bayesian inference
(1)
convergence analysis
(1)
expectation maximization
(1)
explanation generation
(1)
nash equilibrium
(1)
vector quantization
(1)
probabilistic generative model
(1)
machine learning
(1)
tractable inference
(1)
parameter learning
(1)
domain knowledge
(1)
mixture model
(1)
proximal operator
(1)
duality gap
(1)
human expert
(1)
generative adversarial network
(1)
Papers
Tractable Sharpness-Aware Learning of Probabilistic Circuits
AAAI 2026
Human-in-the-loop or AI-in-the-loop? Automate or Collaborate?
AAAI 2025
Credibility-Aware Multimodal Fusion Using Probabilistic Circuits
AISTATS 2025
A Unified Framework for Human-Allied Learning of Probabilistic Circuits
AAAI 2025
Building Expressive and Tractable Probabilistic Generative Models: A Review
IJCAI 2024
Probabilistic Flow Circuits: Towards Unified Deep Models for Tractable Probabilistic Inference
UAI 2023
VQ-Flows: Vector quantized local normalizing flows
UAI 2022
On Characterizing GAN Convergence Through Proximal Duality Gap
ICML 2021