Nikita Morozov
5 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Models
(3)
Core AI
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization
(1)
Keywords
entropy-regularized reinforcement learning
(2)
generative flow network
(2)
volume sampling
(1)
policy learning
(1)
markov decision process
(1)
monte carlo estimation
(1)
reward function
(1)
integer programming
(1)
integer linear programming
(1)
directed graph
(1)
pareto optimality
(1)
entropy regularization
(1)
differentiable rendering
(1)
neural radiance field
(1)
view synthesis
(1)
monte carlo estimate
(1)
fair division
(1)
soft reinforcement learning
(1)
compositional sampling
(1)
efx allocation
(1)
Papers
Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization
ICLR 2025
Revisiting Non-Acyclic GFlowNets in Discrete Environments
ICML 2025
Differentiable Rendering with Reparameterized Volume Sampling
AISTATS 2024
Generative Flow Networks as Entropy-Regularized RL
AISTATS 2024
Several Stories about High-Multiplicity EFx Allocation (Student Abstract)
AAAI 2024