Country
Hunting for Discriminatory Proxies in Linear Regression Models
Samuel Yeom, Anupam Datta, Matt Fredrikson
Neural Information Processing Systems http://nips.cc/
OptimizingGeneralizedPageRankMethodsfor Seed-ExpansionCommunityDetection
PageRank (PR), an algorithm originally proposed by Page et al. for ranking web-pages [1] has found manysuccessful applications, including community detection [2,3],linkprediction [4]and recommendersystemdesign[5,6].
GUST: Combinatorial Generalization by Unsupervised Grouping with Neuronal Coherence
Then we could generally binarize the reduced feature map before fed into the GUST.
GUST: Combinatorial Generalization by Unsupervised Grouping with Neuronal Coherence
Humans are able to effortlessly group the world in terms of abstract and reusable'building blocks',
Limits of Private Learning with Access to Public Data
Raef Bassily, Shay Moran, Noga Alon
Neural Information Processing Systems http://nips.cc/
Regret Bounds for Online Portfolio Selection with a Cardinality Constraint
Shinji Ito, Daisuke Hatano, Hanna Sumita, Akihiro Yabe, Takuro Fukunaga, Naonori Kakimura, Ken-Ichi Kawarabayashi
Neural Information Processing Systems http://nips.cc/
Contrastive Learning from Pairwise Measurements
Yi Chen, Zhuoran Yang, Yuchen Xie, Zhaoran Wang
Learning from pairwise measurements naturally arises from many applications, suchasrankaggregation,ordinalembedding,andcrowdsourcing.