2 papers
cs.LG2025
A Curious Case of Remarkable Resilience to Gradient Attacks via Fully Convolutional and Differentiable Front End with a Skip Connection
Leonid Boytsov, Ameya Joshi, Filipe Condessa
We experimented with front-end enhanced neural models where a differentiable and fully convolutional model with a skip connection is added before a frozen backbone classifier. By t…
cs.AI2025
Search-contempt: a hybrid MCTS algorithm for training AlphaZero-like engines with better computational efficiency
Ameya Joshi
AlphaZero in 2017 was able to master chess and other games without human knowledge by playing millions of games against itself (self-play), with a computation budget running in the…