1.4k citations · 2.5k across the 47 of their papers we have counts for
7 papers · 1 filter
Usability of Humanly Computable Passwords
Samira Samadi, Santosh Vempala, Adam Tauman Kalai
Reusing passwords across multiple websites is a common practice that compromises security. Recently, Blum and Vempala have proposed password strategies to help people calculate, in…
Counterfactual Language Model Adaptation for Suggesting Phrases
Kenneth C. Arnold, Kai-Wei Chang, Adam T. Kalai
Mobile devices use language models to suggest words and phrases for use in text entry. Traditional language models are based on contextual word frequency in a static corpus of text…
Glass-Box Program Synthesis: A Machine Learning Approach
Konstantina Christakopoulou, Adam Tauman Kalai
Recently proposed models which learn to write computer programs from data use either input/output examples or rich execution traces. Instead, we argue that a novel alternative is t…
Supervising Unsupervised Learning
Vikas K. Garg, Adam Kalai
We introduce a framework to leverage knowledge acquired from a repository of (heterogeneous) supervised datasets to new unsupervised datasets. Our perspective avoids the subjectivi…
Decoupled classifiers for fair and efficient machine learning
Cynthia Dwork, Nicole Immorlica, Adam Tauman Kalai +1
When it is ethical and legal to use a sensitive attribute (such as gender or race) in machine learning systems, the question remains how to do so. We show that the naive applicatio…
Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context
Shyam Upadhyay, Kai-Wei Chang, Matt Taddy +2
Word embeddings, which represent a word as a point in a vector space, have become ubiquitous to several NLP tasks. A recent line of work uses bilingual (two languages) corpora to l…
Meta-Unsupervised-Learning: A supervised approach to unsupervised learning
Vikas K. Garg, Adam Tauman Kalai
We introduce a new paradigm to investigate unsupervised learning, reducing unsupervised learning to supervised learning. Specifically, we mitigate the subjectivity in unsupervised…