Perspectives on the State and Future of Deep Learning - 2023
The goal of this series is to chronicle opinions and issues in the field of
machine learning as they stand today and as they change over time. The plan is
to host this survey periodically until the AI singularity
paperclip-frenzy-driven doomsday, keeping an updated list of topical questions
and interviewing new community members for each edition. In this issue, we
probed people's opinions on interpretable AI, the value of benchmarking in
modern NLP, the state of progress towards understanding deep learning, and the
future of academia.
657fd3a3efc0f84bcbb9fe96
Micah Goldblum
657fd3a3efc0f84bcbb9fe97
Anima Anandkumar
admin_assigned
2023-12-18T11:24:55.119Z
6532920b3e385cfc6002938d
/avatars/cb9cc6d2733031582c83f56dc6cd1dd5.svg
Anima Anandkumar
user
animakumar
657fd3a3efc0f84bcbb9fe98
Richard Baraniuk
657fd3a3efc0f84bcbb9fe99
Tom Goldstein
admin_assigned
2023-12-18T11:25:05.958Z
6381ca7d65dc156aba0b933d
/avatars/84dfdca8e1cd6fbf50d6fb2a6f1b488d.svg
Tom Goldstein
user
tomgoldstein
657fd3a3efc0f84bcbb9fe9a
Kyunghyun Cho
extracted_pending
2023-12-18T05:07:48.219Z
649c1b8485b05ee02723334a
/avatars/29080f550fdb471c4d2daace86aff3b0.svg
Kyunghyun Cho
user
kyunghyuncho
657fd3a3efc0f84bcbb9fe9b
Zachary C Lipton
657fd3a3efc0f84bcbb9fe9c
Melanie Mitchell
657fd3a3efc0f84bcbb9fe9d
Preetum Nakkiran
657fd3a3efc0f84bcbb9fe9e
Max Welling
657fd3a3efc0f84bcbb9fe9f
Andrew Gordon Wilson
Perspectives on the State and Future of Deep Learning - 2023
The goal of this series is to chronicle opinions and issues in the field of
machine learning as they stand today and as they change over time. The plan is
to host this survey periodically until the AI singularity
paperclip-frenzy-driven doomsday, keeping an updated list of topical questions
and interviewing new community members for each edition. In this issue, we
probed people's opinions on interpretable AI, the value of benchmarking in
modern NLP, the state of progress towards understanding deep learning, and the
future of academia.
interpretable AI reinforcement learning deep learning NLP