Adam Sadilek

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 13

Top Topics

Data Mining Problems

Top Venues

npj Digit. Medicine

Publications

Lijing Wang, Aniruddha Adiga, Jiangzhuo Chen, Adam Sadilek, Srinivasan Venkatramanan, Madhav V. Marathe
CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting. AAAI (2022)
Adam Sadilek, Luyang Liu, Dung Nguyen, Methun Kamruzzaman, Stylianos Serghiou, Benjamin Rader, Alex Ingerman, Stefan Mellem, Peter Kairouz, Elaine O. Nsoesie, Jamie Macfarlane, Anil Vullikanti, Madhav V. Marathe, Paul Eastham, John S. Brownstein, Blaise Agüera y Arcas, Michael D. Howell, John Hernandez
Privacy-first health research with federated learning. npj Digit. Medicine 4 (2021)
Alok Talekar, Sharad Shriram, Nidhin K. Vaidhiyan, Gaurav Aggarwal, Jiangzhuo Chen, Srinivasan Venkatramanan, Lijing Wang, Aniruddha Adiga, Adam Sadilek, Ashish Tendulkar, Madhav Marathe, Rajesh Sundaresan, Milind Tambe
Cohorting to Isolate Asymptomatic Spreaders: An Agent-Based Simulation Study on the Mumbai Suburban Railway. AAMAS (2021)
Brian Dickinson, Gourab Ghoshal, Xerxes Dotiwalla, Adam Sadilek, Henry A. Kautz
Inferring Nighttime Satellite Imagery from Human Mobility. CoRR (2020)
Alok Talekar, Sharad Shriram, Nidhin K. Vaidhiyan, Gaurav Aggarwal, Jiangzhuo Chen, Srinivasan Venkatramanan, Lijing Wang, Aniruddha Adiga, Adam Sadilek, Ashish Tendulkar, Madhav Marathe, Rajesh Sundaresan, Milind Tambe
Cohorting to isolate asymptomatic spreaders: An agent-based simulation study on the Mumbai Suburban Railway. CoRR (2020)
Adam Sadilek, Yulin Hswen, Shailesh Bavadekar, Tomer Shekel, John S. Brownstein, Evgeniy Gabrilovich
Lymelight: forecasting Lyme disease risk using web search data. npj Digit. Medicine 3 (2020)
Brian Dickinson, Gourab Ghoshal, Xerxes Dotiwalla, Adam Sadilek, Henry A. Kautz
Inferring Nighttime Satellite Imagery from Human Mobility. AAAI (2020)
Adam Sadilek, Stephanie Caty, Lauren Diprete, Raed Mansour, Tom Schenk, Mark Bergtholdt, Ashish Jha, Prem Ramaswami, Evgeniy Gabrilovich
Machine-learned epidemiology: real-time detection of foodborne illness at scale. npj Digit. Medicine 1 (2018)
Adam Sadilek, Stephanie Caty, Lauren DiPrete, Raed Mansour, Tom Schenk Jr., Mark Bergtholdt, Ashish Jha, Prem Ramaswami, Evgeniy Gabrilovich
Machine-learned epidemiology: real-time detection of foodborne illness at scale. CoRR (2018)
Walter S. Lasecki, Christopher D. Miller, Iftekhar Naim, Raja S. Kushalnagar, Adam Sadilek, Daniel Gildea, Jeffrey P. Bigham
Scribe: deep integration of human and machine intelligence to caption speech in real time. Commun. ACM 60 (9) (2017)
Adam Sadilek, Henry A. Kautz, Lauren DiPrete, Brian Labus, Eric Portman, Jack Teitel, Vincent Silenzio
Deploying nEmesis: Preventing Foodborne Illness by Data Mining Social Media. AI Mag. 38 (1) (2017)
Adam Sadilek, Henry A. Kautz, Lauren DiPrete, Brian Labus, Eric Portman, Jack Teitel, Vincent Silenzio
Deploying nEmesis: Preventing Foodborne Illness by Data Mining Social Media. AAAI (2016)
Tianran Hu, Jiebo Luo, Henry A. Kautz, Adam Sadilek
Home location inference from sparse and noisy data: models and applications. Frontiers Inf. Technol. Electron. Eng. 17 (5) (2016)
Tianran Hu, Jiebo Luo, Henry A. Kautz, Adam Sadilek
Home Location Inference from Sparse and Noisy Data: Models and Applications. ICDM Workshops (2015)
Adam Sadilek, Henry A. Kautz
Location-Based Reasoning about Complex Multi-Agent Behavior. CoRR (2014)
Adam Sadilek, John Krumm, Eric Horvitz
Crowdphysics: Planned and Opportunistic Crowdsourcing for Physical Tasks. ICWSM (2013)
Adam Sadilek, Henry A. Kautz
Modeling the impact of lifestyle on health at scale. WSDM (2013)
Adam Sadilek, Sean Padraig Brennan, Henry A. Kautz, Vincent Silenzio
nEmesis: Which Restaurants Should You Avoid Today? HCOMP (2013)
Sean Padraig Brennan, Adam Sadilek, Henry A. Kautz
Towards Understanding Global Spread of Disease from Everyday Interpersonal Interactions. IJCAI (2013)
Adam Sadilek, Henry A. Kautz
Modeling The Interplay of People's Location, Interactions, and Social Ties. IJCAI (2013)
Adam Sadilek, Henry A. Kautz, Vincent Silenzio
Predicting Disease Transmission from Geo-Tagged Micro-Blog Data. AAAI (2012)
Adam Sadilek, Henry A. Kautz, Vincent Silenzio
Modeling Spread of Disease from Social Interactions. ICWSM (2012)
Adam Sadilek, Henry A. Kautz, Jeffrey P. Bigham
Finding your friends and following them to where you are. WSDM (2012)
Adam Sadilek, Henry A. Kautz
Location-Based Reasoning about Complex Multi-Agent Behavior. J. Artif. Intell. Res. 43 (2012)
Adam Sadilek, John Krumm
Far Out: Predicting Long-Term Human Mobility. AAAI (2012)
Walter S. Lasecki, Christopher D. Miller, Adam Sadilek, Andrew Abumoussa, Donato Borrello, Raja S. Kushalnagar, Jeffrey P. Bigham
Real-time captioning by groups of non-experts. UIST (2012)
Adam Sadilek, Henry A. Kautz
Recognizing Multi-Agent Activities from GPS Data. AAAI (2010)