The workshop will be held in two half-day sessions on two separate days, November 1st and November 5th, 2021. The following is the final schedule.

Gold Coast Tokyo Rome Sao Paulo Boston Monday, November 1
(--) (-1h) (-9h) (-13h) (-14h)
From To From To From To From To From To
21:00 21:15 20:00 20:15 12:00 12:15 08:00 08:15 07:00 07:15 Connect to Zoom + test A/V setup
21:15 21:30 20:15 20:30 12:15 12:30 08:15 08:30 07:15 07:30 Organizers' Introduction
21:30 22:30 20:30 21:30 12:30 13:30 08:30 09:30 07:30 08:30 Keynote talk # 1: Masashi Sugiyama (RIKEN and the University of Tokyo, JP): Mixture proportion estimation in weakly supervised learning <-- Chair: Juan Jose del Coz
22:30 23:00 21:30 22:00 13:30 14:00 09:30 10:00 08:30 09:00 Coffee break
23:00 23:30 22:00 22:30 14:00 14:30 10:00 10:30 09:00 09:30 A Closer Look at Evaluation Measures for Ordinal Quantification, by Tetsuya Sakai (Waseda University, JP) <-- Chair: Alejandro Moreo
23:30 00:00 22:30 23:00 14:30 15:00 10:30 11:00 09:30 10:00 Minimising quantifier variance under prior probability shift, by Dirk Tasche (Independent researcher, CH)
00:00 00:30 23:00 23:30 15:00 15:30 11:00 11:30 10:00 10:30 The Risks of Using Classification Datasets in Quantification Assessment, by Waqar Hassan (Universidade de São Paulo, BR), André Maletzke (Universidade do Oeste do Paraná, BR), and Gustavo Batista (University of New South Wales, AU)
00:30 01:00 23:30 00:00 15:30 16:00 11:30 12:00 10:30 11:00 Histogram-based Deep Neural Network for Quantification, by Pablo González and Juan José del Coz (University of Oviedo, ES)
Gold Coast Tokyo Rome Sao Paulo Boston Friday, November 5
(--) (-1h) (-9h) (-13h) (-14h)
From To From To From To From To From To
21:00 21:15 20:00 20:15 12:00 12:15 08:00 08:15 07:00 07:15 Connect to Zoom + test A/V setup
21:15 21:30 20:15 20:30 12:15 12:30 08:15 08:30 07:15 07:30 Organizers' Introduction
21:30 22:00 20:30 21:00 12:30 13:00 08:30 09:00 07:30 08:00 QuaPy: A Publicly Available Python-Based Software Library for Quantification, by Alejandro Moreo, Andrea Esuli, and Fabrizio Sebastiani (National Council of Research, IT) <-- Chair: Pablo Gonzalez
22:00 22:30 21:00 21:30 13:00 13:30 09:00 09:30 08:00 08:30 LeQua @ CLEF 2022: A Shared Task for Evaluating Quantification Systems, by Andrea Esuli, Alejandro Moreo, and Fabrizio Sebastiani (National Council of Research, IT)
22:30 23:00 21:30 22:00 13:30 14:00 09:30 10:00 08:30 09:00 Coffee break
23:00 00:00 22:00 23:00 14:00 15:00 10:00 11:00 09:00 10:00 Keynote talk # 2: Gary King (with Connor Jerzak and Anton Strezhnev) (Harvard University, US) : An Improved Method of Automated Nonparametric Content Analysis for Social Science <-- Chair: Fabrizio Sebastiani
00:00 01:00 23:00 00:00 15:00 16:00 11:00 12:00 10:00 11:00 Final brainstorming session, and plans for the future (all participants)