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publications
Techniques for Medical Concept Identification from Multi-Modal Images Permalink
Published in CEUR / CLEF 2020 (Oral), 2020
Recommended citation: Rohit Sonker, Ayush Mishra, Palvika Bansal, Anup Pattnaik. CLEF 2020.
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Adding Terrain Height to Improve Model Learning for Path Tracking on Uneven Terrain by a Four Wheel Robot Permalink
Published in IEEE Robotics and Automation Letters, 2021
Recommended citation: R. Sonker and A. Dutta. IEEE RA-L, 2021.
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Hidden Parameter Recurrent State Space Models For Changing Dynamics Scenarios Permalink
Published in International Conference on Learning Representations (ICLR), 2022
Recommended citation: Vaisakh Shaj, Dieter Büchler, Rohit Sonker, Philipp Becker, Gerhard Neumann. ICLR 2022.
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Preemptive tearing mode suppression using real-time ECH steering machine learning stability predictions on DIII-D Permalink
Published in Bulletin of the American Physical Society, 2024
Recommended citation: Andy Rothstein, Hiro Farre, Rohit Sonker, SangKyeun Kim, Azarakhsh Jalalvand, Jeff Schneider, Egemen Kolemen. APS DPP 2024.
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Multi-Timescale Dynamics Model Bayesian Optimization for Plasma Stabilization in Tokamaks Permalink
Published in International Conference on Machine Learning (ICML), 2025
Recommended citation: Rohit Sonker*, Alexandre Capone*, Andrew Rothstein, Hiro Farre, Egemen Kolemen, Jeff Schneider. ICML 2025. (* equal contribution)
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Large Language Model-based Bayesian Optimization for Tokamak Stabilization Permalink
Published in NeurIPS 2025 Workshop on Machine Learning and Physical Sciences, 2025
Recommended citation: Tejus Gupta, Rohit Sonker, EM Karagözlü, Barnabás Póczos, Jeff Schneider. NeurIPS ML4PS 2025.
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Offline Reinforcement Learning for Rotation Profile Control in Tokamaks Permalink
Published in Learning for Dynamics & Control Conference (L4DC), 2026
Recommended citation: Rohit Sonker, Hiro Farre, Jiayu Chen, Andrew Rothstein, Ian Char, Ricardo Shousha, Egemen Kolemen, Jeff Schneider. L4DC 2026.
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talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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