Surya Bhupatiraju
Publications by Year
Research Areas
Natural Language Processing Techniques, Reinforcement Learning in Robotics, Adversarial Robustness in Machine Learning, Topic Modeling, Advanced Neural Network Applications
Most-Cited Works
- → Gemma: Open Models Based on Gemini Research and Technology(2024)220 cited
- → Gemma 2: Improving Open Language Models at a Practical Size(2024)127 cited
- → RobustFill: Neural Program Learning under Noisy I/O(2017)108 cited
- → The Mirage of Action-Dependent Baselines in Reinforcement Learning(2018)45 cited
- → Skill Rating for Generative Models(2018)27 cited
- → Deep API Programmer: Learning to Program with APIs(2017)11 cited
- → RecurrentGemma: Moving Past Transformers for Efficient Open Language Models(2024)4 cited
- Combining Model-based and Model-free RL via Multi-step Control Variates(2018)
- → Towards Mixed Optimization for Reinforcement Learning with Program Synthesis(2018)3 cited