Sahil Sidheekh
8 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (21) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🧬 Topic Evolution
❓
The Questioner
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Deep Learning
(5)
Bayesian & Probabilistic · Artificial Intelligence
(4)
Models
(4)
Bayesian & Probabilistic · Machine Learning
(3)
Core AI
(3)
Optimization & Theory
(3)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
probabilistic circuit
(5)
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)
discriminative learning
(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)
Papers
Tractable Sharpness-Aware Learning of Probabilistic Circuits
AAAI 2026
A Unified Framework for Human-Allied Learning of Probabilistic Circuits
AAAI 2025
Credibility-Aware Multimodal Fusion Using Probabilistic Circuits
AISTATS 2025
Human-in-the-loop or AI-in-the-loop? Automate or Collaborate?
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