Daniel Russo

1. A Tutorial on Thompson Sampling
   2017/07/07 by Daniel Russo, Benjamin Van Roy, Abbas Kazerouni +2 · 2 voices · 12 citations
   Computer Science · #cs.LG
2. Learning to Optimize Via Posterior Sampling
   2013/01/11 by Daniel Russo, Benjamin Van Roy, Russo, Daniel +1 · 30 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Machine Learning and Algorithms
3. Learning to Optimize via Posterior Sampling
   2014/11/01 by Daniel Russo, Benjamin Van Roy · 25 citations
4. Simple Bayesian Algorithms for Best Arm Identification
   2016/02/26 by Daniel Russo, Russo, Daniel · 13 citations
   Decision Sciences · Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Navigating the Complexity of Generative AI Adoption in Software Engineering
   2023/07/12 by Daniel Russo, Russo, Daniel · 26 citations
   Business, Management and Accounting · Engineering · #Big Data and Business Intelligence #Technology Assessment and Management
6. Deep Exploration via Randomized Value Functions
   2017/03/22 by Ian Osband, Benjamin Van Roy, Osband, Ian +5 · 17 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning
7. Navigating the Complexity of Generative AI Adoption in Software Engineering
   2024/03/28 by Daniel Russo · 18 citations
   Business, Management and Accounting · Computer Science · Social Sciences · #Big Data and Business Intelligence #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI)
8. Improving the Expected Improvement Algorithm
   2017/05/29 by Chao Qin, Qin, Chao, Diego Klabjan +3 · 7 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
9. Worst-Case Regret Bounds for Exploration via Randomized Value Functions
   2019/06/07 by Daniel Russo, Russo, Daniel · 8 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
10. Benchmarking the Generation of Fact Checking Explanations
    2023/08/29 by Daniel Russo, Russo, Daniel, Serra Sinem Tekiroğlu +3 · 4 citations
    Computer Science · Social Sciences · #Topic Modeling #Misinformation and Its Impacts #Advanced Text Analysis Techniques
11. Optimizing Adaptive Experiments: A Unified Approach to Regret Minimization and Best-Arm Identification
    2024/02/16 by Chao Qin, Qin, Chao, Daniel Russo +1 · 4 citations
    Decision Sciences · Engineering · #Advanced Statistical Process Monitoring #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Scientific Measurement and Uncertainty Evaluation
12. Investigating the Role of Cultural Values in Adopting Large Language Models for Software Engineering
    2024/09/08 by Stefano Lambiase, Gemma Catolino, Lambiase, Stefano +7 · 3 citations
    Computer Science · #Software Engineering Techniques and Practices #Software Engineering Research
13. Countering Misinformation via Emotional Response Generation
    2023/11/17 by Daniel Russo, Shane Peter Kaszefski-Yaschuk, Russo, Daniel +5 · 2 citations
    Social Sciences · Computer Science · #Misinformation and Its Impacts #Hate Speech and Cyberbullying Detection #Spam and Phishing Detection
14. Abnormal Functional Relationship of Sensorimotor Network With Neurotransmitter-Related Nuclei via Subcortical-Cortical Loops in Manic and Depressive Phases of Bipolar Disorder
    2019/03/26 by Matteo Martino, Paola Magioncalda, Benedetta Conio +12 · 1 citation
    Medicine · Neuroscience · #Bipolar Disorder and Treatment #Functional Brain Connectivity Studies #Transcranial Magnetic Stimulation Studies
15. Active Exploration via Autoregressive Generation of Missing Data
    2024/05/29 by Hongseok Namkoong, Cai, Tiffany Tianhui, Daniel Russo +4 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Speech and Audio Processing
16. On the Statistical Benefits of Temporal Difference Learning
    2023/01/30 by David Cheikhi, Daniel Russo, Cheikhi, David +1 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Neural Networks and Applications
17. The Impact of Generative AI on Creativity in Software Development: A Research Agenda
    2025/05/24 by Victoria Jackson, Bogdan Vasilescu, Daniel Russo +7 · 2 citations
18. Creativity, Generative AI, and Software Development: A Research Agenda
    2024/06/04 by Victoria Jackson, Bogdan Vasilescu, Jackson, Victoria +17 · 1 citation
    Business, Management and Accounting · #Big Data and Business Intelligence
19. Face the Facts! Evaluating RAG-based Pipelines for Professional Fact-Checking
    2024/12/19 by Daniel Russo, Stefano Menini, Russo, Daniel +5 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
20. Success Conditioning as Policy Improvement: The Optimization Problem Solved by Imitating Success
    2026/01/26 by Daniel Russo · 2 voices
    #cs.AI #cs.LG #eess.SY #stat.ML