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18 Results

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Poster
Wed 7:45 Differential Privacy for Growing Databases
Rachel Cummings · Sara Krehbiel · Kevin A Lai · Uthaipon Tantipongpipat
Poster
Wed 14:00 Proximal Graphical Event Models
Debarun Bhattacharjya · Dharmashankar Subramanian · Tian Gao
Poster
Thu 14:00 The Limits of Post-Selection Generalization
Jonathan Ullman · Adam Smith · Kobbi Nissim · Uri Stemmer · Thomas Steinke
Poster
Wed 14:00 The Everlasting Database: Statistical Validity at a Fair Price
Blake Woodworth · Vitaly Feldman · Saharon Rosset · Nati Srebro
Poster
Wed 14:00 Differentially Private Change-Point Detection
Rachel Cummings · Sara Krehbiel · Yajun Mei · Rui Tuo · Wanrong Zhang
Poster
Thu 14:00 Community Exploration: From Offline Optimization to Online Learning
Xiaowei Chen · Weiran Huang · Wei Chen · John C. S. Lui
Poster
Wed 7:45 Asymptotic optimality of adaptive importance sampling
François Portier · Bernard Delyon
Workshop
Sat 11:20 Invited talk 4: Models for private data analysis of distributed data
Adam Smith
Poster
Wed 7:45 Algorithms and Theory for Multiple-Source Adaptation
Judy Hoffman · Mehryar Mohri · Ningshan Zhang
Workshop
Sat 10:30 Invited talk 3: Challenges in the Privacy-Preserving Analysis of Structured Data
Kamalika Chaudhuri
Poster
Tue 7:45 Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data
Xenia Miscouridou · Francois Caron · Yee Whye Teh
Poster
Wed 7:45 Variance-Reduced Stochastic Gradient Descent on Streaming Data
Ellango Jothimurugesan · Ashraf Tahmasbi · Phillip Gibbons · Srikanta Tirthapura