Abhishek K. Umrawal

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Policy Iteration

Reinforcement Learning

Diffusion Models

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

SIGMETRICS Perform. Evaluation Rev.

Publications

Eliot W. Robson, Dhemath Reddy, Abhishek K. Umrawal
CyNetDiff - A Python Library for Accelerated Implementation of Network Diffusion Models. CoRR (2024)
Akhil Bhimaraju, Eliot W. Robson, Lav R. Varshney, Abhishek K. Umrawal
Fractional Budget Allocation for Influence Maximization under General Marketing Strategies. CoRR (2024)
Abhishek K. Umrawal, Vaneet Aggarwal, Christopher J. Quinn
Fractional Budget Allocation for Influence Maximization. CDC (2023)
Abhishek K. Umrawal, Christopher J. Quinn, Vaneet Aggarwal
A Community-Aware Framework for Social Influence Maximization. IEEE Trans. Emerg. Top. Comput. Intell. 7 (4) (2023)
Abhishek K. Umrawal, Vaneet Aggarwal
Leveraging the Community Structure of a Social Network for Maximizing the Spread of Influence. SIGMETRICS Perform. Evaluation Rev. 50 (4) (2023)
Abhishek K. Umrawal, Sean P. Lane, Erin P. Hennes
A Genetic Algorithm-based Framework for Learning Statistical Power Manifold. CoRR (2022)
Kaushik Manchella, Abhishek K. Umrawal, Vaneet Aggarwal
FlexPool: A Distributed Model-Free Deep Reinforcement Learning Algorithm for Joint Passengers and Goods Transportation. IEEE Trans. Intell. Transp. Syst. 22 (4) (2021)
Abhishek K. Umrawal
A Causality-based Graphical Test to obtain an Optimal Blocking Set for Randomized Experiments. CoRR (2021)
Mridul Agarwal, Vaneet Aggarwal, Christopher J. Quinn, Abhishek K. Umrawal
Stochastic Top-K Subset Bandits with Linear Space and Non-Linear Feedback. ALT (2021)
Jiayu Chen, Abhishek K. Umrawal, Tian Lan, Vaneet Aggarwal
DeepFreight: A Model-free Deep-reinforcement-learning-based Algorithm for Multi-transfer Freight Delivery. ICAPS (2021)
Abhishek K. Umrawal, Joshua C. C. Chan
On Parameter Estimation in Unobserved Components Models subject to Linear Inequality Constraints. CoRR (2021)
Jiayu Chen, Abhishek K. Umrawal, Tian Lan, Vaneet Aggarwal
DeepFreight: A Model-free Deep-reinforcement-learning-based Algorithm for Multi-transfer Freight Delivery. CoRR (2021)
Mridul Agarwal, Vaneet Aggarwal, Abhishek K. Umrawal, Christopher J. Quinn
-Subset Bandits with Linear Space and Non-Linear Feedback with Applications to Social Influence Maximization. Trans. Data Sci. 2 (4) (2021)
Kaushik Manchella, Abhishek K. Umrawal, Vaneet Aggarwal
FlexPool: A Distributed Model-Free Deep Reinforcement Learning Algorithm for Joint Passengers & Goods Transportation. CoRR (2020)
Mridul Agarwal, Vaneet Aggarwal, Christopher J. Quinn, Abhishek K. Umrawal
DART: aDaptive Accept RejecT for non-linear top-K subset identification. CoRR (2020)