Bowers, Matthew

8 publications

ICLR 2024 LILO: Learning Interpretable Libraries by Compressing and Documenting Code Gabriel Grand, Lionel Wong, Matthew Bowers, Theo X. Olausson, Muxin Liu, Joshua B. Tenenbaum, Jacob Andreas

NeurIPSW 2023 Codeplay: Autotelic Learning Through Collaborative Self-Play in Programming Environments Laetitia Teodorescu, Cédric Colas, Matthew Bowers, Thomas Carta, Pierre-Yves Oudeyer

ICLR 2023 Language Models Can Teach Themselves to Program Better Patrick Haluptzok, Matthew Bowers, Adam Tauman Kalai

NeurIPSW 2023 Learning Interpretable Libraries by Compressing and Documenting Code Gabriel Grand, Lionel Wong, Matthew Bowers, Theo X. Olausson, Muxin Liu, Joshua B. Tenenbaum, Jacob Andreas

ICLRW 2022 Generating Programming Puzzles to Train Language Models Patrick Haluptzok, Matthew Bowers, Adam Tauman Kalai

NeurIPSW 2022 Language Models Can Teach Themselves to Program Better Patrick Haluptzok, Matthew Bowers, Adam Tauman Kalai

ICLR 2021 Representing Partial Programs with Blended Abstract Semantics Maxwell Nye, Yewen Pu, Matthew Bowers, Jacob Andreas, Joshua B. Tenenbaum, Armando Solar-Lezama

NeurIPSW 2020 Representing Partial Programs with Blended Abstract Semantics Maxwell Nye, Yewen Pu, Matthew Bowers, Jacob Andreas, Joshua B. Tenenbaum, Armando Solar-Lezama