Researcher profile
Maria-Florina Balcan
2 papers in the PaperMetrix corpus
Publications
Papers by this author
-
Learning Combinatorial Functions from Pairwise Comparisons
2016 · Conference on Learning Theory
A large body of work in machine learning has focused on the problem of learning a close approximation to an underlying combinatorial function, given a small set of labeled examples. However, for real-valued functions, cardinal …
-
Robustly-reliable learners under poisoning attacks
2022 · arXiv (Cornell University)
Data poisoning attacks, in which an adversary corrupts a training set with the goal of inducing specific desired mistakes, have raised substantial concern: even just the possibility of such an attack can make a user …