507 citations · 619 across the 13 of their papers we have counts for
3 papers · 1 filter
PAC Learning Guarantees Under Covariate Shift
Artidoro Pagnoni, Stefan Gramatovici, Samuel Liu
We consider the Domain Adaptation problem, also known as the covariate shift problem, where the distributions that generate the training and test data differ while retaining the sa…
Conditional Variational Autoencoder for Neural Machine Translation
Artidoro Pagnoni, Kevin Liu, Shangyan Li
We explore the performance of latent variable models for conditional text generation in the context of neural machine translation (NMT). Similar to Zhang et al., we augment the enc…
Taint Tracking for WebAssembly
Aron Szanto, Timothy Tamm, Artidoro Pagnoni
WebAssembly seeks to provide an alternative to running large and untrusted binaries within web browsers by implementing a portable, performant, and secure bytecode format for nativ…