1 code implementation • NAACL 2022 • Juan Rodriguez, Todd Hay, David Gros, Zain Shamsi, Ravi Srinivasan
Machine-generated text presents a potential threat not only to the public sphere, but also to the scientific enterprise, whereby genuine research is undermined by convincing, synthetic text.
no code implementations • 10 Feb 2023 • Ravi Srinivasan, Francesca Mignacco, Martino Sorbaro, Maria Refinetti, Avi Cooper, Gabriel Kreiman, Giorgia Dellaferrera
"Forward-only" algorithms, which train neural networks while avoiding a backward pass, have recently gained attention as a way of solving the biologically unrealistic aspects of backpropagation.
1 code implementation • ICML 2020 • Daniel S. Brown, Russell Coleman, Ravi Srinivasan, Scott Niekum
Bayesian REX can learn to play Atari games from demonstrations, without access to the game score and can generate 100, 000 samples from the posterior over reward functions in only 5 minutes on a personal laptop.