Brendan O’Donoghue
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Advanced Bandit Algorithms Research, Advanced Optimization Algorithms Research, Adversarial Robustness in Machine Learning, Sparse and Compressive Sensing Techniques
Most-Cited Works
- → Clinically applicable deep learning for diagnosis and referral in retinal disease(2018)2,512 cited
- → Fast Alternating Direction Optimization Methods(2014)805 cited
- → Adaptive Restart for Accelerated Gradient Schemes(2013)659 cited
- → Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding(2016)582 cited
- → Adversarial Risk and the Dangers of Evaluating Against Weak Attacks(2018)304 cited
- → A Splitting Method for Optimal Control(2013)177 cited
- → Large-Scale Convex Optimization for Dense Wireless Cooperative Networks(2015)130 cited
- Adversarial Risk and the Dangers of Evaluating Against Weak Attacks.(2018)
- → Training verified learners with learned verifiers(2018)98 cited
- → Combining policy gradient and Q-learning(2016)94 cited