Martin Mladenov
13 papers · 2012–2024 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
π Academic Marathon (12) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π£ Hot Topic Early Bird
π
Academic Marathon
(12)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Grand Slam
ποΈ
Keyword Collector
(52)
π
Century Club
(13)
π₯
Unstoppable
(5)
Conferences
IJCAI (5)
ICML (3)
AISTATS (2)
AAAI (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
markov decision process
(3)
reinforcement learning
(2)
graphical model
(2)
value iteration
(2)
linear programming
(2)
regret bound
(2)
recommender system
(2)
probabilistic inference
(2)
interior-point method
(1)
mechanism design
(1)
policy gradient
(1)
variance reduction
(1)
model-based reinforcement learning
(1)
stochastic process
(1)
multi-armed bandit
(1)
lp relaxation
(1)
symbolic dynamic programming
(1)
temporal abstraction
(1)
thompson sampling
(1)
lifted inference
(1)
Papers
Demystifying Embedding Spaces using Large Language Models
ICLR 2024
Recommender Ecosystems: A Mechanism Design Perspective on Holistic Modeling and Optimization
AAAI 2024
Reinforcement Learning with History Dependent Dynamic Contexts
ICML 2023
Meta-Thompson Sampling
ICML 2021
Differentiable Meta-Learning of Bandit Policies
NIPS 2020
Optimizing Long-term Social Welfare in Recommender Systems: A Constrained Matching Approach
ICML 2020
Advantage Amplification in Slowly Evolving Latent-State Environments
IJCAI 2019
Planning and Learning with Stochastic Action Sets
IJCAI 2018
Efficient Symbolic Integration for Probabilistic Inference
IJCAI 2018
Logistic Markov Decision Processes
IJCAI 2017
Computer Science on the Move: Inferring Migration Regularities from the Web via Compressed Label Propagation
IJCAI 2015
Efficient Lifting of MAP LP Relaxations Using k-Locality
AISTATS 2014
Lifted Linear Programming
AISTATS 2012