Academics
Publications
Authorship is in alphabetical order as is customary in theoretical computer science, unless it is not. * denotes equal contribution.
Robust Learning
First Order Stochastic Optimization with Oblivious Noise
Ilias Diakonikolas, Sushrut Karmalkar, JP, Christos Tzamos
NeurIPS 2023
GLM Regression with Oblivious Corruptions
Ilias Diakonikolas, Sushrut Karmalkar, JP, Christos Tzamos
COLT 2023
ReLU Regression with Massart Noise
Ilias Diakonikolas, JP, Christos Tzamos
NeurIPS 2021
On Robust Mean Estimation under Coordinate-level Corruption
Zifan Liu*, JP*, Theodoros Rekatsinas, Christos Tzamos
ICML 2021
Language Learning
Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks
JP*, Jaeseung Park, Zheyang Xiong, Nayoung Lee, Jaewoong Cho, Samet Oymak, Kangwook Lee, Dimitris Papailiopoulos
Preprint
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation
Gibbeum Lee*, Volker Hartmann*, JP*, Dimitris Papailiopoulos, Kangwook Lee
Findings of ACL 2023
Literary Event Detection
Matthew Sims, JP, David Bamman
ACL 2019
Teaching
I have taught the following courses as a TA (*Head TA) in my undergraduate and graduate years.
UC Berkeley
UW Madison
Fa19: CS240 (Discrete Math)
Sp20, Sp21*: CS577 (Algorithms)
Fa20: CS787 (Advanced Algorithms)
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