Tomas Pevny
9 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🏃 Academic Marathon (6)
🐝
Cross-Pollinator
(12)
🌈
Renaissance Researcher
(5)
🗺️
Taxonomy Completionist
(21)
🏆
Keyword Champion
🚀
Conference Pioneer
Conferences
AAAI (2)
ICLR (2)
NIPS (2)
JMLR (1)
PGM (1)
UAI (1)
Top co-authors
Keywords
neural network
(2)
representation learning
(1)
sequential decision-making
(1)
imitation learning
(1)
density estimation
(1)
embedding learning
(1)
sequential decision making
(1)
automatic differentiation
(1)
heuristic search
(1)
neural architecture
(1)
differentiable programming
(1)
heuristic function
(1)
cost-sensitive classification
(1)
cost-sensitive learning
(1)
generative model
(1)
dynamical system
(1)
planning algorithm
(1)
ranking loss
(1)
feature engineering
(1)
sum-product network
(1)
Papers
State Encodings for GNN-Based Lifted Planners
AAAI 2025
Probabilistic Graph Circuits: Deep Generative Models for Tractable Probabilistic Inference over Graphs
UAI 2025
Generating Likely Counterfactuals Using Sum-Product Networks
ICLR 2025
Sum-Product-Set Networks: Deep Tractable Models for Tree-Structured Graphs
ICLR 2024
Optimize Planning Heuristics to Rank, not to Estimate Cost-to-Goal
NIPS 2023
JsonGrinder.jl: automated differentiable neural architecture for embedding arbitrary JSON data
JMLR 2022
Neural Power Units
NIPS 2020
Sum-Product-Transform Networks: Exploiting Symmetries using Invertible Transformations
PGM 2020
Classification with Costly Features Using Deep Reinforcement Learning
AAAI 2019