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Manuel Gomez-Rodriguez
Publications
- 2022
- [j15]Stratis Tsirtsis, Abir De, Lars Lorch, Manuel Gomez-Rodriguez:
Pooled testing of traced contacts under superspreading dynamics. PLoS Comput. Biol. 18(3) (2022) - [j14]Vahid Balazadeh Meresht, Abir De, Adish Singla, Manuel Gomez Rodriguez:
Learning to Switch Among Agents in a Team. Trans. Mach. Learn. Res. 2022 (2022) - 2021
- [c52]Abir De, Nastaran Okati, Ali Zarezade, Manuel Gomez Rodriguez:
Classification Under Human Assistance. AAAI 2021: 5905-5913 - [c51]Nastaran Okati, Abir De, Manuel Gomez-Rodriguez:
Differentiable Learning Under Triage. NeurIPS 2021: 9140-9151 - [i54]Nastaran Okati, Abir De, Manuel Gomez-Rodriguez:
Differentiable Learning Under Triage. CoRR abs/2103.08902 (2021) - [i53]Stratis Tsirtsis, Abir De, Lars Lorch, Manuel Gomez-Rodriguez:
Group Testing under Superspreading Dynamics. CoRR abs/2106.15988 (2021) - [i52]Stratis Tsirtsis, Abir De, Manuel Gomez-Rodriguez:
Counterfactual Explanations in Sequential Decision Making Under Uncertainty. CoRR abs/2107.02776 (2021) - 2020
- [j11]Bidisha Samanta, Abir De, Gourhari Jana, Vicenç Gómez, Pratim Kumar Chattaraj, Niloy Ganguly, Manuel Gomez-Rodriguez:
NEVAE: A Deep Generative Model for Molecular Graphs. J. Mach. Learn. Res. 21: 114:1-114:33 (2020) - [c50]Abir De, Paramita Koley, Niloy Ganguly, Manuel Gomez-Rodriguez:
Regression under Human Assistance. AAAI 2020: 2611-2620 - [c47]Behzad Tabibian, Vicenç Gómez, Abir De, Bernhard Schölkopf, Manuel Gomez Rodriguez:
On the design of consequential ranking algorithms. UAI 2020: 171-180 - [c46]Abir De, Adish Singla, Utkarsh Upadhyay, Manuel Gomez-Rodriguez:
Can A User Guess What Her Followers Want? WSDM 2020: 142-150 - [i49]Vahid Balazadeh Meresht, Abir De, Adish Singla, Manuel Gomez-Rodriguez:
Learning to Switch Between Machines and Humans. CoRR abs/2002.04258 (2020) - [i46]Abir De, Nastaran Okati, Ali Zarezade, Manuel Gomez-Rodriguez:
Classification Under Human Assistance. CoRR abs/2006.11845 (2020) - 2019
- [c45]Bidisha Samanta, Abir De, Gourhari Jana, Pratim Kumar Chattaraj, Niloy Ganguly, Manuel Gomez Rodriguez:
NeVAE: A Deep Generative Model for Molecular Graphs. AAAI 2019: 1110-1117 - [c43]Utkarsh Upadhyay, Abir De, Aasish Pappu, Manuel Gomez-Rodriguez:
On the Complexity of Opinions and Online Discussions. WSDM 2019: 258-266 - [i42]Behzad Tabibian, Vicenç Gómez, Abir De, Bernhard Schölkopf, Manuel Gomez Rodriguez:
Consequential Ranking Algorithms and Long-term Welfare. CoRR abs/1905.05305 (2019) - [i40]Abir De, Adish Singla, Utkarsh Upadhyay, Manuel Gomez-Rodriguez:
Can A User Anticipate What Her Followers Want? CoRR abs/1909.00440 (2019) - [i39]Abir De, Paramita Koley, Niloy Ganguly, Manuel Gomez-Rodriguez:
Regression Under Human Assistance. CoRR abs/1909.02963 (2019) - 2018
- [c41]Utkarsh Upadhyay, Abir De, Manuel Gomez Rodriguez:
Deep Reinforcement Learning of Marked Temporal Point Processes. NeurIPS 2018: 3172-3182 - [i38]Bidisha Samanta, Abir De, Niloy Ganguly, Manuel Gomez-Rodriguez:
Designing Random Graph Models Using Variational Autoencoders With Applications to Chemical Design. CoRR abs/1802.05283 (2018) - [i37]Utkarsh Upadhyay, Abir De, Aasish Pappu, Manuel Gomez-Rodriguez:
On the Complexity of Opinions and Online Discussions. CoRR abs/1802.06807 (2018) - [i36]Ali Zarezade, Abir De, Utkarsh Upadhyay, Hamid R. Rabiee, Manuel Gomez-Rodriguez:
Steering Social Activity: A Stochastic Optimal Control Point Of View. CoRR abs/1802.07244 (2018) - [i34]Utkarsh Upadhyay, Abir De, Manuel Gomez-Rodriguez:
Deep Reinforcement Learning of Marked Temporal Point Processes. CoRR abs/1805.09360 (2018) - [i32]Lars Lorch, Abir De, Samir Bhatt, William Trouleau, Utkarsh Upadhyay, Manuel Gomez-Rodriguez:
Stochastic Optimal Control of Epidemic Processes in Networks. CoRR abs/1810.13043 (2018) - 2017
- [j6]Ali Zarezade, Abir De, Utkarsh Upadhyay, Hamid R. Rabiee, Manuel Gomez-Rodriguez:
Steering Social Activity: A Stochastic Optimal Control Point Of View. J. Mach. Learn. Res. 18: 205:1-205:35 (2017) - [i29]Ali Zarezade, Abir De, Hamid R. Rabiee, Manuel Gomez-Rodriguez:
Cheshire: An Online Algorithm for Activity Maximization in Social Networks. CoRR abs/1703.02059 (2017) - [i24]Behzad Tabibian, Utkarsh Upadhyay, Abir De, Ali Zarezade, Bernhard Schölkopf, Manuel Gomez-Rodriguez:
Optimizing Human Learning. CoRR abs/1712.01856 (2017) - 2016
- [c23]Abir De, Isabel Valera, Niloy Ganguly, Sourangshu Bhattacharya, Manuel Gomez-Rodriguez:
Learning and Forecasting Opinion Dynamics in Social Networks. NIPS 2016: 397-405 - 2015
- [i14]Abir De, Isabel Valera, Niloy Ganguly, Sourangshu Bhattacharya, Manuel Gomez-Rodriguez:
Modeling Opinion Dynamics in Diffusion Networks. CoRR abs/1506.05474 (2015)
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