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Articles by Daniel Russo

Contextual Thompson Sampling via Generation of Missing Data
10 February 2025 by Kelly Zhang and others
Machine Learning, Artificial Intelligence
Active Exploration via Autoregressive Generation of Missing Data
5 February 2025 by Tiffany Tianhui Cai and others
Machine Learning
Impatient Bandits: Optimizing for the Long-Term Without Delay
14 January 2025 by Kelly Zhang and others
Machine Learning, Artificial Intelligence
Face the Facts! Evaluating RAG-based Fact-checking Pipelines in Realistic Settings
19 December 2024 by Daniel Russo and others
Computation and Language, Computers and Society
Investigating the Role of Cultural Values in Adopting Large Language Models for Software Engineering
8 September 2024 by Stefano Lambiase and others
Software Engineering, Emerging Technologies
Optimizing Adaptive Experiments: A Unified Approach to Regret Minimization and Best-Arm Identification
30 July 2024 by Chao Qin and Daniel Russo
Machine Learning, Econometrics
Optimizing Audio Recommendations for the Long-Term: A Reinforcement Learning Perspective
27 July 2024 by Lucas Maystre and others
Machine Learning, Artificial Intelligence
Creativity, Generative AI, and Software Development: A Research Agenda
4 June 2024 by Victoria Jackson and others
Software Engineering
Neural Inventory Control in Networks via Hindsight Differentiable Policy Optimization
22 April 2024 by Matias Alvo and others
Machine Learning, Artificial Intelligence
On the Limited Representational Power of Value Functions and its Links to Statistical (In)Efficiency
11 March 2024 by David Cheikhi and Daniel Russo
Machine Learning, Artificial Intelligence
A Disruptive Research Playbook for Studying Disruptive Innovations
20 February 2024 by Margaret-Anne Storey and others
Software Engineering
On the Statistical Benefits of Temporal Difference Learning
14 February 2024 by David Cheikhi and Daniel Russo
Machine Learning
Navigating the Complexity of Generative AI Adoption in Software Engineering
4 January 2024 by Daniel Russo at LogoAalborg University
Software Engineering
An Information-Theoretic Analysis of Nonstationary Bandit Learning
23 December 2023 by Seungki Min and Daniel Russo
Machine Learning, Information Theory
Countering Misinformation via Emotional Response Generation
17 November 2023 by Daniel Russo and others at LogoUniversity of Trento
Computation and Language
The Double-Edged Sword of Diversity: How Diversity, Conflict, and Psychological Safety Impact Software Teams
16 November 2023 by Christiaan Verwijs and Daniel Russo
Software Engineering
Beyond the Pandemic: Transforming Software Development with the IJARS Model for Wellbeing and Resilience
12 October 2023 by Daniel Russo
Software Engineering
Do Agile Scaling Approaches Make A Difference? An Empirical Comparison of Team Effectiveness Across Popular Scaling Approaches
10 October 2023 by Christiaan Verwijs and Daniel Russo
Software Engineering
Pandemic Pedagogy: Evaluating Remote Education Strategies during COVID-19
30 August 2023 by Daniel Russo
Computers and Society, Software Engineering
Benchmarking the Generation of Fact Checking Explanations
29 August 2023 by Daniel Russo and others at LogoUniversity of Trento
Computation and Language
Adaptive Experimentation in the Presence of Exogenous Nonstationary Variation
26 August 2023 by Chao Qin and Daniel Russo
Machine Learning
Impatient Bandits: Optimizing Recommendations for the Long-Term Without Delay
20 July 2023 by Thomas Mcdonald and others
Machine Learning
Satisfaction and Performance of Software Developers during Enforced Work from Home in the COVID-19 Pandemic
13 January 2023 by Daniel Russo and others
Software Engineering
Understanding Developers Well-Being and Productivity: A Longitudinal Analysis of the COVID-19 Pandemic
9 December 2022 by Daniel Russo and others
Software Engineering, Human-Computer Interaction
Deconvoluting complex correlates of COVID19 severity with local ancestry inference and viral phylodynamics: Results of a multiomic pandemic tracking strategy
30 August 2022 by V. Parikh and others
Genetic and Genomic Medicine
Recruiting Software Engineers on Prolific
28 March 2022 by Daniel Russo
Software Engineering
Strikingly different roles of SARS-CoV-2 fusion peptides uncovered by neutron scattering
14 February 2022 by Andreas Santamaria and others at LogoUniversity of Cambridge
Biophysics
On Linear Convergence of Policy Gradient Methods for Finite MDPs
13 December 2021 by Jalaj Bhandari and Daniel Russo
Machine Learning, Optimization and Control
From Anecdote to Evidence: The Relationship Between Personality and Need for Cognition of Developers
13 December 2021 by Daniel Russo and others
Software Engineering
A Theory of Scrum Team Effectiveness
15 November 2021 by Christiaan Verwijs and Daniel Russo
Software Engineering
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