Gomez-Rodriguez, Manuel
- Inferring Networks of Diffusion and Influence
2010/06/01 by Manuel Gomez-Rodriguez, Jure Leskovec, Gomez-Rodriguez, Manuel +3 · 5 citations
Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Physical sciences #H.2.8 #Machine Learning (stat.ML) #Opinion Dynamics and Social Influence #Physics and Society (physics.soc-ph) #Social Media and Politics #Social and Information Networks (cs.SI)
- Differentiable Learning Under Triage
2021/03/16 by Nastaran Okati, Okati, Nastaran, Abir De +3 · 7 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Topic Modeling
- Regression Under Human Assistance
2019/09/06 by Abir De, Nastaran Okati, De, Abir +7 · 4 citations
Computer Science · #Imbalanced Data Classification Techniques #Machine Learning and Algorithms #Machine Learning and Data Classification
- Towards Human-AI Complementarity with Prediction Sets
2024/05/27 by Giovanni De Toni, Nastaran Okati, De Toni, Giovanni +7 · 7 citations
Computer Science · Engineering · #Advanced Data Processing Techniques #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning and Data Classification #Semantic Web and Ontologies
- Classification Under Human Assistance
2020/06/21 by De, Abir, Okati, Nastaran, Zarezade, Ali +1 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- NeVAE: A Deep Generative Model for Molecular Graphs
2018/02/14 by Samanta, Bidisha, De, Abir, Jana, Gourhari +3 · 2 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Physics and Society (physics.soc-ph)
- Decisions, Counterfactual Explanations and Strategic Behavior
2020/02/11 by Tsirtsis, Stratis, Gomez-Rodriguez, Manuel · 2 citations
#Computer Science and Game Theory (cs.GT) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Reinforcement Learning Under Algorithmic Triage
2021/09/23 by Straitouri, Eleni, Singla, Adish, Meresht, Vahid Balazadeh +1 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Counterfactual Token Generation in Large Language Models
2024/09/25 by Ivi Chatzi, Chatzi, Ivi, Nina Corvelo Benz +7 · 1 voice · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Digital and Cyber Forensics #Topic Modeling #cs.AI #cs.CL #cs.LG
- Estimating Diffusion Network Structures: Recovery Conditions, Sample Complexity & Soft-thresholding Algorithm
2014/05/12 by Daneshmand, Hadi, Gomez-Rodriguez, Manuel, Song, Le +1 · 1 citation
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
- Scalable Influence Maximization for Multiple Products in Continuous-Time Diffusion Networks
2016/12/08 by Du, Nan, Liang, Yingyu, Balcan, Maria-Florina +3 · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
- Counterfactual Explanations in Sequential Decision Making Under\n Uncertainty
2021/07/06 by Stratis Tsirtsis, Tsirtsis, Stratis, Abir De +3 · 2 citations
Computer Science · Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Computers and Society (cs.CY) #Decision-Making and Behavioral Economics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Leveraging the Crowd to Detect and Reduce the Spread of Fake News and Misinformation
2017/11/27 by Jooyeon Kim, Kim, Jooyeon, Behzad Tabibian +7 · 1 citation
Computer Science · Decision Sciences · Physics and Astronomy · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI)
- Steering Social Activity: A Stochastic Optimal Control Point Of View
2018/02/19 by Ali Zarezade, Zarezade, Ali, Abir De +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Mathematics · Physics and Astronomy · #Complex Network Analysis Techniques #Diffusion and Search Dynamics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Stochastic processes and statistical mechanics
- Deep Reinforcement Learning of Marked Temporal Point Processes
2018/05/23 by Upadhyay, Utkarsh, De, Abir, Gomez-Rodriguez, Manuel · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
- Evaluation of Large Language Models via Coupled Token Generation
2025/02/03 by Nina Corvelo Benz, Stratis Tsirtsis, Benz, Nina Corvelo +11 · 2 voices · 2 citations
Computer Science · #cs.CL #cs.AI #cs.LG
- Non-submodular Function Maximization subject to a Matroid Constraint, with Applications
2018/11/19 by Khashayar Gatmiry, Manuel Gomez-Rodriguez, Gatmiry, Khashayar +1 · 2 citations
Computer Science · Engineering · Mathematics · #Complexity and Algorithms in Graphs #Sparse and Compressive Sensing Techniques #Markov Chains and Monte Carlo Methods
- Learning to Switch Among Agents in a Team via 2-Layer Markov Decision Processes
2020/02/11 by Vahid Balazadeh, Balazadeh, Vahid, Abir De +5 · 1 citation
Computer Science · Decision Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Electrical engineering #Game Theory and Applications #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
- Is Your LLM Overcharging You? Tokenization, Transparency, and Incentives
2025/05/27 by Ander Artola Velasco, Stratis Tsirtsis, Velasco, Ander Artola +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computer Science and Game Theory (cs.GT) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Natural Language Processing Techniques
- Finding Counterfactually Optimal Action Sequences in Continuous State Spaces
2023/06/06 by Stratis Tsirtsis, Manuel Gomez-Rodriguez, Tsirtsis, Stratis +1 · 1 citation
Computer Science · Mathematics · #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
- Towards Human-AI Complementarity in Matching Tasks
2025/08/18 by Arnaiz-Rodriguez, Adrian, Benz, Nina Corvelo, Thejaswi, Suhas +2 · 4 citations
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)