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Workshop
VOTING-BASED APPROACHES FOR DIFFERENTIALLY PRIVATE FEDERATED LEARNING
Yuqing Zhu · Xiang Yu · Yi-Hsuan Tsai · Francesco Pittaluga · Masoud Faraki · Manmohan Chandraker · Yu-Xiang Wang
Poster
Thu 9:00 In Differential Privacy, There is Truth: on Vote-Histogram Leakage in Ensemble Private Learning
JIAQI WANG · Roei Schuster · I Shumailov · David Lie · Nicolas Papernot
Poster
Tue 9:00 Random Rank: The One and Only Strategyproof and Proportionally Fair Randomized Facility Location Mechanism
Haris Aziz · Alexander Lam · Mashbat Suzuki · Toby Walsh
Poster
Wed 9:00 On Margins and Generalisation for Voting Classifiers
Felix Biggs · Valentina Zantedeschi · Benjamin Guedj
Workshop
Can we get smarter than majority vote? Efficient use of individual rater’s labels for content moderation
Changho Shin · Alice Schoenauer-Sebag
Affinity Workshop
Resume Parsing using an ensemble of CNN, Bi-LSTM and CRF in a Hard Voting Predictive Approach
Scholastica N. Mallo · Francisca Nonyelum Ogwueleka · Philip Odion · Martins E. Irhebhude
Workshop
Improving Instrument Detection for a Robotic Scrub Nurse Using a Multi-Frame Voting Scheme
Jorge Badilla-Solórzano · Sontje Ihler
Poster
Tue 14:00 Expected Frequency Matrices of Elections: Computation, Geometry, and Preference Learning
Niclas Boehmer · Robert Bredereck · Edith Elkind · Piotr Faliszewski · Stanisław Szufa