Mohan, Aditya

8 publications

AAAI 2025 Hotspotter: A Generalizable Pipeline for Automated Detection of Subtle Volcanic Thermal Features in Satellite Images Aditya Mohan, Andie Gomez-Patron, Matthew Pritchard, Hannah Kerner

ICLRW 2024 A High-Throughput Human Display Screen to Identify Target-Specific Binder Proteins via Chimeric Antigen Receptors Lin Zhao, Aditya Mohan, Anoop P. Patel, Pranam Chatterjee

TMLR 2024 AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks Alexander Tornede, Difan Deng, Theresa Eimer, Joseph Giovanelli, Aditya Mohan, Tim Ruhkopf, Sarah Segel, Daphne Theodorakopoulos, Tanja Tornede, Henning Wachsmuth, Marius Lindauer

JAIR 2024 Structure in Deep Reinforcement Learning: A Survey and Open Problems Aditya Mohan, Amy Zhang, Marius Lindauer

AutoML 2023 AutoRL Hyperparameter Landscapes Aditya Mohan, Carolin Benjamins, Konrad Wienecke, Alexander Dockhorn, Marius Lindauer

TMLR 2023 Contextualize Me – The Case for Context in Reinforcement Learning Carolin Benjamins, Theresa Eimer, Frederik Schubert, Aditya Mohan, Sebastian Döhler, André Biedenkapp, Bodo Rosenhahn, Frank Hutter, Marius Lindauer

AutoML 2023 Learning Activation Functions for Sparse Neural Networks Mohammad Loni, Aditya Mohan, Mehdi Asadi, Marius Lindauer

TMLR 2023 MASIF: Meta-Learned Algorithm Selection Using Implicit Fidelity Information Tim Ruhkopf, Aditya Mohan, Difan Deng, Alexander Tornede, Frank Hutter, Marius Lindauer