AI for Social Good Workshop ICML2019

Paper ID	Paper Title	Author Names
15	Early Classifiation for Agricultural Monitoring from Satellite Time Series agriculture poster	Marc Rußwurm (Technical U. of Munich); Romain Tavenard (LETG-Rennes, IRISA); Sébastien Lefèvre (IRISA, Université de Bretagne Sud); Marco Körner (Technical U. of Munich)
20	Deep Learning For Crop Yield Prediction in Africa agriculture poster	Apollo Kaneko (Stanford U.); Thomas Kennedy (Stanford U.); Lantao Mei (Stanford U.); Christina Sintek (Stanford U.); Marshall Burke (Stanford U.); Stefano Ermon (Stanford U.); David Lobell (Stanford U.)
43	Best Poster Towards Detecting Dyslexia in Children's Handwriting Using Neural Networks education oral	Katie Spoon (Indiana U.); David Crandall (Indiana U.); Katie Siek (Indiana U.)
12	Learning Global Variations in Outdoor PM_2.5 Concentrations with Satellite Images environmental sustainability oral	Kris Y. Hong (McGill U.); Pedro O. Pinheiro (Element AI); Scott Weichenthal (McGill U.)
19	Wildlife GUARDSS: Using Uncertain Real-Time Information in Signaling Games for Sustainability environmental sustainability poster	Elizabeth Bondi (USC); Hoon Oh (Carnegie Mellon U.); Haifeng Xu (Harvard U.); Fei Fang (Carnegie Mellon U.); Bistra Dilkina (USC); Milind Tambe (USC)
40	InsectUp: Crowdsourcing Insect Observations to Assess Demographic Shifts and Improve Classification environmental sustainability poster	Léonard Boussioux (Mila, Ecole CentraleSupélec); Tomás Giro-Larraz (Ecole CentraleSupélec, EPFL); Charles Guille-Escuret (Mila); Mehdi Cherti (CNRS, U. Paris-Saclay, Mines ParisTech); Balázs Kégl (CNRS, U. Paris-Saclay)
10	Best Paper Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening health oral	Nan Wu (NYU); Jason Phang (NYU); Jungkyu Park (NYU); Yiqiu Shen (NYU); Zhe Huang (NYU); Masha Zorin (U. of Cambridge); Stanisław Jastrzebski (Jagiellonian U.); Thibault Févry (NYU); Joe Katsnelson (NYU); Eric Kim (NYU); Stacey Wolfson (NYU); Ujas Parikh (NYU); Sushma Gaddam (NYU); Leng Leng Young Lin (NYU); Kara Ho (NYU); Joshua D. Weinstein (NYU); Beatriu Reig (NYU); Yiming Gao (NYU); Hildegard Toth (NYU); Kristine Pysarenko (NYU); Alana Lewin (NYU); Jiyon Lee (NYU); Krystal Airola (NYU); Eralda Mema (NYU); Stephanie Chung (NYU); Esther Hwang (NYU); Naziya Samreen (NYU); S. Gene Kim (NYU); Laura Heacock (NYU); Linda Moy (NYU); Kyunghyun Cho (NYU); Krzysztof J. Geras (NYU)
4	Prediction of Workplace Injuries health poster	Mehdi Sadeqi (Cority Inc.); Azin Asgarian (Georgian Partners Inc.); Ariel Sibilia (Cority Inc.)
38	Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications health poster	David Ruhe (U. of Amsterdam, Pacmed BV); Giovanni Cinà (Pacmed BV); Michele Tonutti (Pacmed BV); Daan de Bruin (Pacmed BV); Paul Elbers (Academic Medical Center, Amsterdam)
42	Hijacking Malaria Simulators with Probabilistic Programming health poster	Bradley. J Gram-Hansen (U. of Oxford); Christian Schröder de Witt (U. of Oxford); Tom Rainforth (U. of Oxford); Phil H.S. Torr (U. of Oxford); Yee Whye Teh (U. of Oxford); Atılım Güneş Baydin (U. of Oxford)
11	Automated Speech Generation from UN General Assembly Statements: Mapping Risks in AI Generated Texts protecting democracy poster	Joseph Bullock (UN Global Pulse, Durham U.); Miguel Luengo-Oroz (Durham U.)
35	Using Deep Networks and Transfer Learning to Address Disinformation protecting democracy poster	Numa Dhamani (New Knowledge); Paul Azunre (Algorine Inc.); Jeffrey L. Gleason (New Knowledge); Craig Corcoran (New Knowledge); Garrett Honke (Binghamton U. (SUNY)); Steve Kramer (New Knowledge); Jonathon Morgan (New Knowledge)
48	Anomaly Detection with Joint Representation Learning of Content and Connection protecting democracy poster	Junhao Wang (McGill U.); Renhao Wang (U. of British Columbia); Aayushi Kulshrestha (McGill U.); Reihaneh Rabbany (McGill U.)
52	Interpretable Multi-Modal Hate Speech Detection protecting democracy poster	Prashanth Vijayaraghavan (MIT); Hugo Larochelle (Google); Deb Roy (MIT)
13	Using AI for Economic Upliftment of Handicraft Industry social welfare oral	Nitya Raviprakash (Microsoft); Sonam Damani (Microsoft); Ankush Chatterjee (Microsoft); Meghana Joshi (Microsoft); Puneet Agrawal (Microsoft)
24	Best Paper Pareto Efficient Fairness for Skewed Subgroup Data social welfare oral	Ananth Balashankar (NYU, Google AI); Alyssa Lees (Google AI); Chris Welty (Google AI); Lakshminarayanan Subramanian (NYU)
41	Crisis Sub-Events on Social Media: A Case Study of Wildfires social welfare oral	Shan Jiang (Northeastern U.); William Groves (Dataminr); Sam Anzaroot (Dataminr); Alejandro Jaimes (Dataminr)
7	Mapping Poverty in the Philippines Using Machine Learning, Satellite Imagery, and Crowd-sourced Geo-spatial Information social welfare poster	Isabelle Tingzon (Thinking Machines Data Science); Ardie Orden (Thinking Machines Data Science); Stephanie Sy (Thinking Machines Data Science); Vedran Sekara (UNICEF); Ingmar Weber (Qatar Computing Research Institute); Masoomali Fatehkia (Qatar Computing Research Institute); Manuel Garcia Herranz (UNICEF); Dohyung Kim (UNICEF)
37	Addressing Novel Sources of Bias for Change Detection on Large Social Networks social welfare poster	Gabriel Cadamuro (U. of Washington); Ramya Korlakai Vinayak (U. of Washington); Joshua Blumenstock (U. of California Berkeley); Sham Kakadel (U. of Washington ); Jacob N. Shapiro (Princeton U.)
45	Quantifying the Impact of the Built Environment on Neighborhood Crime Rates social welfare poster	Adyasha Maharana (Sciome LLC); Quynh C. Nguyen (U. Of Maryland); Elaine O. Nsoesie (Boston U.)
46	“Why Should You Trust My Explanation?” Understanding Uncertainty in LIME Explanations social welfare poster	Yujia Zhang (Cornell U.); Kuangyan Song (Zshield Inc.); Yiming Sun (Cornell U.); Sarah Tan (Cornell U.); Madeleine Udell (Cornell U.)
47	Analyzing and Mitigating Gender Bias in Languages with Grammatical Gender and Bilingual Word Embeddings social welfare poster	Pei Zhou (U. of California); Weijia Shi (U. of California); Jieyu Zhao (U. of California); Kuan-Hao Huang (U. of California); Muhao Chen (U. of California); Kai-Wei Chang (U. of California)
50	Achieving Fairness in Determining Medicaid Eligibility through Fairgroup Construction social welfare poster	Boli Fang (Indiana U.); Miao Jiang (Indiana U.); Jerry Shen (Indiana U.)
55	How Do Fairness Definitions Fare? Examining Public Attitudes Towards Algorithmic Definitions of Fairness social welfare poster	Nripsuta Ani Saxena (USC); Karen Huang (Harvard U.); Evan DeFilippis (Harvard U.); Goran Radanovic (Harvard U.); David C. Parkes (Harvard U.); Yang Liu (U. of California)
9	Improving tuberculosis treatment by integrating optimization and learning sustainable development poster	Bryan Wilder (Harvard U.); Jackson Killian (Harvard U.); Amit Sharma (Microsoft Research India); Vinod Choudhary (RNTCP, Government of India); Bistra Dilkina (U. of Southern California); Milind Tambe (Harvard U.)
39	Open Platforms for Artificial Intelligence for Social Good: Common Patterns as a Pathway to True Impact sustainable development poster	Kush R. Varshney (IBM Research); Aleksandra Mojsilović (IBM Research)

Accepted Papers

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