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Nicolas Usunier — most-cited papers & profile · Recommender Systems
← authors
·
overview
Nicolas Usunier
21
papers ·
593
citations ·
35
h-index
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Most-cited papers
Fully Convolutional Speech Recognition
2018 · 82 citations
Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks
2016 · 45 citations
A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning
2019 · 14 citations
Learning Adaptive Exploration Strategies in Dynamic Environments Through Informed Policy Regularization
2020 · 9 citations
High-Level Strategy Selection under Partial Observability in StarCraft: Brood War
2018 · 3 citations
Leveraging Demonstrations with Latent Space Priors
2022 · 2 citations
Hierarchical Skills for Efficient Exploration
2021 · 1 citations
Data Taggants: Dataset Ownership Verification via Harmless Targeted Data Poisoning
2024 · 1 citations
Winter Soldier: Backdooring Language Models at Pre-Training with Indirect Data Poisoning
2025
Inverting Gradient Attacks Makes Powerful Data Poisoning
2024
How should we evaluate supervised hashing?
2016
Learning Filterbanks from Raw Speech for Phone Recognition
2017
End-to-End Speech Recognition From the Raw Waveform
2018
To Reverse the Gradient or Not: An Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition
2018
Growing Action Spaces
2019
Topics
Exploration
Multi-Agent
Speech Recognition
Meta-RL
Adversarial ML
Privacy
Game AI
Speech Translation
Model-Based RL
Value-Based