Sobhan Miryoosefi
8 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
🏆
Keyword Champion
(3)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Optimization & Theory
(7)
Artificial Intelligence
(5)
Reinforcement Learning
(4)
Core AI
(3)
Learning Types · Machine Learning
(3)
Methods
(3)
Deep Learning
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Types · Deep Learning
(2)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
constrained reinforcement learning
(3)
sample complexity
(3)
transfer learning
(2)
neural network optimization
(2)
convex constraint
(2)
language model
(2)
bellman equation
(1)
policy optimization
(1)
efficient training
(1)
moment matching
(1)
model pretraining
(1)
policy learning
(1)
episodic learning
(1)
reinforcement learning theory
(1)
optimal policy
(1)
partially observable markov decision process
(1)
short-term memory
(1)
concave optimization
(1)
natural language processing
(1)
few-shot learning
(1)
Papers
Efficient stagewise pretraining via progressive subnetworks
ICLR 2025
On the Inductive Bias of Stacking Towards Improving Reasoning
NeurIPS 2024
Efficient Training of Language Models using Few-Shot Learning
ICML 2023
A Simple Reward-free Approach to Constrained Reinforcement Learning
ICML 2022
Provable Reinforcement Learning with a Short-Term Memory
ICML 2022
Bellman Eluder Dimension: New Rich Classes of RL Problems, and Sample-Efficient Algorithms
NeurIPS 2021
Constrained episodic reinforcement learning in concave-convex and knapsack settings
NeurIPS 2020
Reinforcement Learning with Convex Constraints
NeurIPS 2019