Weber, Theophane

1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
   2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1378 citations
   #cs.CL #cs.AI
2. Gradient Estimation Using Stochastic Computation Graphs
   2015/06/17 by John Schulman, Nicolas Heess, Schulman, John +5 · 19 citations
   Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
3. Automated Variational Inference in Probabilistic Programming
   2013/01/07 by David Wingate, Wingate, David, Théophane Weber +1 · 10 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Water resources management and optimization
4. Visual Interaction Networks
   2017/06/05 by Nicholas Watters, Watters, Nicholas, Andrea Tacchetti +9 · 16 citations
   Computer Science · #Data Visualization and Analytics #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications
5. Deep Reinforcement Learning in Large Discrete Action Spaces
   2015/12/24 by Dulac-Arnold, Gabriel, Evans, Richard, van Hasselt, Hado +7 · 7 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
6. Attend, Infer, Repeat: Fast Scene Understanding with Generative Models
   2016/03/28 by Eslami, S. M. Ali, Heess, Nicolas, Weber, Theophane +4 · 6 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. A case for new neural network smoothness constraints
   2020/12/14 by Rosca, Mihaela, Weber, Theophane, Gretton, Arthur +1 · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search
   2018/11/15 by Buesing, Lars, Weber, Theophane, Zwols, Yori +4 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. Retrieval-Augmented Reinforcement Learning
   2022/02/17 by Abram L. Friesen, Goyal, Anirudh, Friesen, Abram L. +24 · 5 citations
   Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques
10. Learning and Querying Fast Generative Models for Reinforcement Learning
    2018/02/08 by Buesing, Lars, Weber, Theophane, Racaniere, Sebastien +8 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Relational recurrent neural networks
    2018/06/05 by Santoro, Adam, Faulkner, Ryan, Raposo, David +7 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
12. Temporal Difference Variational Auto-Encoder
    2018/06/08 by Gregor, Karol, Papamakarios, George, Besse, Frederic +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
13. Divide-and-Conquer Monte Carlo Tree Search For Goal-Directed Planning
    2020/04/23 by Parascandolo, Giambattista, Buesing, Lars, Merel, Josh +6 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
14. Muesli: Combining Improvements in Policy Optimization
    2021/04/13 by Hessel, Matteo, Danihelka, Ivo, Viola, Fabio +6 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
15. Learning to Induce Causal Structure
    2022/04/11 by Ke, Nan Rosemary, Chiappa, Silvia, Wang, Jane +7 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
16. Advancing Geometry with AI: Multi-agent Generation of Polytopes
    2025/01/30 by Swirszcz, Grzegorz, Wagner, Adam Zsolt, Williamson, Geordie +7 · 2 citations
    #52B05 #52B55 #68T20 #Combinatorics (math.CO) #Computational Geometry (cs.CG) #FOS: Computer and information sciences #FOS: Mathematics #Metric Geometry (math.MG)