output
20112026
most citedStealing Machine Learning Models via Prediction APIs

733 citations

Showing 2020Show all

17 papers · 1 filter

cs.GT2020★ 22 cited

Computing Nash equilibria for integer programming games

Margarida Carvalho, Andrea Lodi, João Pedro Pedroso

The recently defined class of integer programming games (IPG) models situations where multiple self-interested decision makers interact, with their strategy sets represented by a f…

cs.CV2020

Object-centered image stitching

Charles Herrmann, Chen Wang, Richard Strong Bowen +2

Image stitching is typically decomposed into three phases: registration, which aligns the source images with a common target image; seam finding, which determines for each target p…

cs.CV2020

Robust image stitching with multiple registrations

Charles Herrmann, Chen Wang, Richard Strong Bowen +4

Panorama creation is one of the most widely deployed techniques in computer vision. In addition to industry applications such as Google Street View, it is also used by millions of…

cs.CY2020★ 2 cited

Dropping Standardized Testing for Admissions Trades Off Information and Access

Nikhil Garg, Hannah Li, Faidra Monachou

We study the role of information and access in capacity-constrained selection problems with fairness concerns. We develop a statistical discrimination framework, where each applica…

eess.SP2020★ 4 cited

Analog vs. Digital Spatial Transforms: A Throughput, Power, and Area Comparison

Zephan M. Enciso, Seyed Hadi Mirfarshbafan, Oscar Castañeda +3

Spatial linear transforms that process multiple parallel analog signals to simplify downstream signal processing find widespread use in multi-antenna communication systems, machine…

cs.LG2020★ 75 cited

Revisiting Adversarially Learned Injection Attacks Against Recommender Systems

Jiaxi Tang, Hongyi Wen, Ke Wang

Recommender systems play an important role in modern information and e-commerce applications. While increasing research is dedicated to improving the relevance and diversity of the…