Karthik Abinav Sankararaman
RESEARCH SCIENTIST | MENLO PARK, UNITED STATES
Karthik Abinav Sankararaman is currently a research scientist at Facebook. Previously, he finished his PhD at the Department of Computer Science at University of Maryland, College Park (He also received an M.S. degree from the same department). Even before that, he obtained a B.Tech (Hons), with a major in Computer Science and a minor in Operations Research, from Indian Institute of Technology, Madras. More details about his bio and research can be found on his personal website.
Research Areas
Karthik's Publications
September 27, 2023
NLP
Effective Long-Context Scaling of Foundation Models
Wenhan Xiong, Igor Molybog, Hejia Zhang, Praj Bhargava, Rui Hou, Louis Martin, Rashi Rungta, Karthik Abinav Sankararaman, Barlas Oguz, Madian Khabsa, Han Fang, Yashar Mehdad, Sharan Narang, Kshitiz Malik, Angela Fan, Shruti Bhosale, Sergey Edunov, Mike Lewis, Sinong Wang, Hao Ma, Jingyu Liu
September 27, 2023
June 08, 2022
Robust Identifiability in Linear Structural Equation Models of Causal Inference
Karthik Abinav Sankararaman, Anand Louis, Navin Goyal
June 08, 2022
November 12, 2021
THEORY
REINFORCEMENT LEARNING
Bandits with Knapsacks beyond the Worst-Case Analysis
Karthik Abinav Sankararaman, Aleksandrs Slivkins
November 12, 2021
Foundational models
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Foundational models
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