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Somdeb Majumdar
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2020 – today
- 2024
- [i16]Uday Mallappa, Hesham Mostafa, Michael Galkin, Mariano Phielipp, Somdeb Majumdar:
FloorSet - a VLSI Floorplanning Dataset with Design Constraints of Real-World SoCs. CoRR abs/2405.05480 (2024) - [i15]Hesham Mostafa, Uday Mallappa, Mikhail Galkin, Mariano Phielipp, Somdeb Majumdar:
PARSAC: Fast, Human-quality Floorplanning for Modern SoCs with Complex Design Constraints. CoRR abs/2405.05495 (2024) - 2023
- [c15]Shengyu Feng, Hesham Mostafa, Marcel Nassar, Somdeb Majumdar, Subarna Tripathi:
Exploiting Long-Term Dependencies for Generating Dynamic Scene Graphs. WACV 2023: 5119-5128 - 2022
- [c14]Shaowei Liu, Subarna Tripathi, Somdeb Majumdar, Xiaolong Wang:
Joint Hand Motion and Interaction Hotspots Prediction from Egocentric Videos. CVPR 2022: 3272-3282 - [c13]Kyle Min, Sourya Roy, Subarna Tripathi, Tanaya Guha, Somdeb Majumdar:
Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection. ECCV (35) 2022: 371-387 - [c12]Santiago Miret, Vui Seng Chua, Mattias Marder, Mariano Phiellip, Nilesh Jain, Somdeb Majumdar:
Neuroevolution-enhanced multi-objective optimization for mixed-precision quantization. GECCO 2022: 1057-1065 - [c11]Hassam Ullah Sheikh, Shauharda Khadka, Santiago Miret, Somdeb Majumdar, Mariano Phielipp:
Learning Intrinsic Symbolic Rewards in Reinforcement Learning. IJCNN 2022: 1-8 - [c10]Somdeb Majumdar:
The Changing Landscape of AI-driven System Optimization for Complex Combinatorial Optimization. MLCAD 2022: 49 - [i14]Shaowei Liu, Subarna Tripathi, Somdeb Majumdar, Xiaolong Wang:
Joint Hand Motion and Interaction Hotspots Prediction from Egocentric Videos. CoRR abs/2204.01696 (2022) - [i13]Kyle Min, Sourya Roy, Subarna Tripathi, Tanaya Guha, Somdeb Majumdar:
Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection. CoRR abs/2207.07783 (2022) - 2021
- [c9]Enna Sachdeva, Shauharda Khadka, Somdeb Majumdar, Kagan Tumer:
Dynamic Skill Selection for Learning Joint Actions. AAMAS 2021: 1637-1639 - [c8]Enna Sachdeva, Shauharda Khadka, Somdeb Majumdar, Kagan Tumer:
MAEDyS: multiagent evolution via dynamic skill selection. GECCO 2021: 163-171 - [c7]Shauharda Khadka, Estelle Aflalo, Mattias Marder, Avrech Ben-David, Santiago Miret, Shie Mannor, Tamir Hazan, Hanlin Tang, Somdeb Majumdar:
Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning. ICLR 2021 - [i12]Hesham Mostafa, Marcel Nassar, Somdeb Majumdar:
On Local Aggregation in Heterophilic Graphs. CoRR abs/2106.03213 (2021) - [i11]Santiago Miret, Vui Seng Chua, Mattias Marder, Mariano Phielipp, Nilesh Jain, Somdeb Majumdar:
Neuroevolution-Enhanced Multi-Objective Optimization for Mixed-Precision Quantization. CoRR abs/2106.07611 (2021) - [i10]Varun Kumar Vijay, Hassam Sheikh, Somdeb Majumdar, Mariano Phielipp:
Minimizing Communication while Maximizing Performance in Multi-Agent Reinforcement Learning. CoRR abs/2106.08482 (2021) - [i9]Sourya Roy, Kyle Min, Subarna Tripathi, Tanaya Guha, Somdeb Majumdar:
Learning Spatial-Temporal Graphs for Active Speaker Detection. CoRR abs/2112.01479 (2021) - [i8]Shengyu Feng, Subarna Tripathi, Hesham Mostafa, Marcel Nassar, Somdeb Majumdar:
Exploiting Long-Term Dependencies for Generating Dynamic Scene Graphs. CoRR abs/2112.09828 (2021) - 2020
- [c6]Somdeb Majumdar, Shauharda Khadka, Santiago Miret, Stephen McAleer, Kagan Tumer:
Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination. ICML 2020: 6651-6660 - [i7]Shauharda Khadka, Estelle Aflalo, Mattias Marder, Avrech Ben-David, Santiago Miret, Hanlin Tang, Shie Mannor, Tamir Hazan, Somdeb Majumdar:
Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning. CoRR abs/2007.07298 (2020) - [i6]Santiago Miret, Somdeb Majumdar, Carroll Wainwright:
Safety Aware Reinforcement Learning (SARL). CoRR abs/2010.02846 (2020) - [i5]Hassam Sheikh, Shauharda Khadka, Santiago Miret, Somdeb Majumdar:
Learning Intrinsic Symbolic Rewards in Reinforcement Learning. CoRR abs/2010.03694 (2020) - [i4]Anurag Koul, Varun V. Kumar, Alan Fern, Somdeb Majumdar:
Dream and Search to Control: Latent Space Planning for Continuous Control. CoRR abs/2010.09832 (2020)
2010 – 2019
- 2019
- [c5]Shauharda Khadka, Somdeb Majumdar, Tarek Nassar, Zach Dwiel, Evren Tumer, Santiago Miret, Yinyin Liu, Kagan Tumer:
Collaborative Evolutionary Reinforcement Learning. ICML 2019: 3341-3350 - [i3]Lukasz Kidzinski, Carmichael F. Ong, Sharada Prasanna Mohanty, Jennifer L. Hicks, Sean F. Carroll, Bo Zhou, Hong-cheng Zeng, Fan Wang, Rongzhong Lian, Hao Tian, Wojciech Jaskowski, Garrett Andersen, Odd Rune Lykkebø, Nihat Engin Toklu, Pranav Shyam, Rupesh Kumar Srivastava, Sergey Kolesnikov, Oleksii Hrinchuk, Anton Pechenko, Mattias Ljungström, Zhen Wang, Xu Hu, Zehong Hu, Minghui Qiu, Jun Huang, Aleksei Shpilman, Ivan Sosin, Oleg Svidchenko, Aleksandra Malysheva, Daniel Kudenko, Lance Rane, Aditya Bhatt, Zhengfei Wang, Penghui Qi, Zeyang Yu, Peng Peng, Quan Yuan, Wenxin Li, Yunsheng Tian, Ruihan Yang, Pingchuan Ma, Shauharda Khadka, Somdeb Majumdar, Zach Dwiel, Yinyin Liu, Evren Tumer, Jeremy D. Watson, Marcel Salathé, Sergey Levine, Scott L. Delp:
Artificial Intelligence for Prosthetics - challenge solutions. CoRR abs/1902.02441 (2019) - [i2]Shauharda Khadka, Somdeb Majumdar, Tarek Nassar, Zach Dwiel, Evren Tumer, Santiago Miret, Yinyin Liu, Kagan Tumer:
Collaborative Evolutionary Reinforcement Learning. CoRR abs/1905.00976 (2019) - [i1]Shauharda Khadka, Somdeb Majumdar, Kagan Tumer:
Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination. CoRR abs/1906.07315 (2019) - 2012
- [c4]Mohammed Shoaib, Gene Marsh, Harinath Garudadri, Somdeb Majumdar:
A closed-loop system for artifact mitigation in ambulatory electrocardiogram monitoring. DATE 2012: 431-436 - 2011
- [c3]Harinath Garudadri, Yuejie Chi
, Steve Baker, Somdeb Majumdar, Pawan K. Baheti, Dan Ballard:
Diagnostic grade wireless ECG monitoring. EMBC 2011: 850-855 - 2010
- [c2]Harinath Garudadri, Pawan K. Baheti, Somdeb Majumdar:
Low complexity sensors for body area networks. PETRA 2010 - [c1]Pawan K. Baheti, Harinath Garudadri, Somdeb Majumdar:
Blood oxygen estimation from compressively sensed photoplethysmograph. Wireless Health 2010: 10-14
Coauthor Index
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