Ghada Sokar
8 papers · 2021–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
❓
The Questioner
Top co-authors
Research topics
Keywords
deep reinforcement learning
(2)
feature selection
(2)
reinforcement learning
(2)
sparse neural network
(2)
sample efficiency
(1)
attention mechanism
(1)
continuous control
(1)
lifelong learning
(1)
neural network expressivity
(1)
scaling law
(1)
dynamic sparse training
(1)
dormant neuron
(1)
uncertainty estimation
(1)
sparse autoencoder
(1)
sparse training
(1)
gradient information
(1)
deep ensemble
(1)
out-of-distribution robustness
(1)
intelligent agent
(1)
network expressivity
(1)
Papers
Don't flatten, tokenize! Unlocking the key to SoftMoE's efficacy in deep RL
ICLR 2025
Mixtures of Experts Unlock Parameter Scaling for Deep RL
ICML 2024
Supervised Feature Selection via Ensemble Gradient Information from Sparse Neural Networks
AISTATS 2024
The Dormant Neuron Phenomenon in Deep Reinforcement Learning
ICML 2023
Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity
ICLR 2022
Dynamic Sparse Training for Deep Reinforcement Learning
IJCAI 2022
Where to Pay Attention in Sparse Training for Feature Selection?
NeurIPS 2022
Continual Lifelong Learning for Intelligent Agents
IJCAI 2021