Deborah Estrin

ORCID

Publication Activity (10 Years)

Years Active: 1985-2023
Publications (10 Years): 43

Top Venues

CoRR

RecSys

WWW

J. Am. Medical Informatics Assoc.

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Andrea Cuadra, Jessica Bethune, Rony Krell, Alexa Lempel, Katrin Hänsel, Armin Shahrokni, Deborah Estrin, Nicola Dell
Designing Voice-First Ambient Interfaces to Support Aging in Place. Conference on Designing Interactive Systems (2023)
Eugene Bagdasaryan, Peter Kairouz, Stefan Mellem, Adrià Gascón, Kallista A. Bonawitz, Deborah Estrin, Marco Gruteser
Towards Sparse Federated Analytics: Location Heatmaps under Distributed Differential Privacy with Secure Aggregation. Proc. Priv. Enhancing Technol. 2022 (4) (2022)
Nicola Dell, Deborah Estrin, Harald Haraldsson, Wendy Ju
Designing Extended Reality Guidance for Physical Caregiving Tasks. VR Workshops (2022)
Eugene Bagdasaryan, Peter Kairouz, Stefan Mellem, Adrià Gascón, Kallista A. Bonawitz, Deborah Estrin, Marco Gruteser
Towards Sparse Federated Analytics: Location Heatmaps under Distributed Differential Privacy with Secure Aggregation. CoRR (2021)
Hari Balakrishnan, Sujata Banerjee, Israel Cidon, David E. Culler, Deborah Estrin, Ethan Katz-Bassett, Arvind Krishnamurthy, James Murphy McCauley, Nick McKeown, Aurojit Panda, Sylvia Ratnasamy, Jennifer Rexford, Michael Schapira, Scott Shenker, Ion Stoica, David L. Tennenhouse, Amin Vahdat, Ellen W. Zegura
Revitalizing the public internet by making it extensible. Comput. Commun. Rev. 51 (2) (2021)
Curtis L. Cole, Soumitra Sengupta, Sarah Collins Rossetti, David K. Vawdrey, Michael Halaas, Thomas M. Maddox, Geoff Gordon, Trushna Dave, Philip R. O. Payne, Andrew E. Williams, Deborah Estrin
Ten principles for data sharing and commercialization. J. Am. Medical Informatics Assoc. 28 (3) (2021)
Eugene Bagdasaryan, Andreas Veit, Yiqing Hua, Deborah Estrin, Vitaly Shmatikov
How To Backdoor Federated Learning. AISTATS (2020)
Kleomenis Katevas, Eugene Bagdasaryan, Jason Waterman, Mohamad Mounir Safadieh, Hamed Haddadi, Deborah Estrin
Decentralized Policy-Based Private Analytics. CoRR (2020)
David Hachuel, Akshay Jha, Deborah Estrin, Alfonso Martinez, Kyle Staller, Christopher Velez
Augmenting Gastrointestinal Health: A Deep Learning Approach to Human Stool Recognition and Characterization in Macroscopic Images. CoRR (2019)
Longqi Yang, Michael Sobolev, Yu Wang, Jenny Chen, Drew Dunne, Christina Tsangouri, Nicola Dell, Mor Naaman, Deborah Estrin
How Intention Informed Recommendations Modulate Choices: A Field Study of Spoken Word Content. WWW (2019)
Hongyi Wen, Longqi Yang, Deborah Estrin
Leveraging post-click feedback for content recommendations. RecSys (2019)
Longqi Yang, Yu Wang, Drew Dunne, Michael Sobolev, Mor Naaman, Deborah Estrin
More Than Just Words: Modeling Non-Textual Characteristics of Podcasts. WSDM (2019)
Eugene Bagdasaryan, Griffin Berlstein, Jason Waterman, Eleanor Birrell, Nate Foster, Fred B. Schneider, Deborah Estrin
Ancile: Enhancing Privacy for Ubiquitous Computing with Use-Based Privacy. WPES@CCS (2019)
Mohit Chawla, Kriti Singh, Longqi Yang, Deborah Estrin
RecBoard: A Web-based Platform for Recommendation System Research and Development. WWW (2019)
Longqi Yang, Chen Fang, Hailin Jin, Walter Chang, Deborah Estrin
Creative Procedural-Knowledge Extraction From Web Design Tutorials. CoRR (2019)
Francine Berman, Rob A. Rutenbar, Brent Hailpern, Henrik Christensen, Susan Davidson, Deborah Estrin, Michael J. Franklin, Margaret Martonosi, Padma Raghavan, Victoria Stodden, Alexander S. Szalay
Realizing the potential of data science. Commun. ACM 61 (4) (2018)
Fabian Okeke, Michael Sobolev, Deborah Estrin
Towards A Framework for Mobile Behavior Change Research. APAScience (2018)
Longqi Yang, Michael Sobolev, Christina Tsangouri, Deborah Estrin
Understanding user interactions with podcast recommendations delivered via voice. RecSys (2018)
Longqi Yang, Chen Fang, Hailin Jin, Matthew D. Hoffman, Deborah Estrin
Characterizing User Skills from Application Usage Traces with Hierarchical Attention Recurrent Networks. ACM Trans. Intell. Syst. Technol. 9 (6) (2018)
Eugene Bagdasaryan, Andreas Veit, Yiqing Hua, Deborah Estrin, Vitaly Shmatikov
How To Backdoor Federated Learning. CoRR (2018)
Fabian Okeke, Michael Sobolev, Nicola Dell, Deborah Estrin
Good vibrations: can a digital nudge reduce digital overload? MobileHCI (2018)
Longqi Yang, Yin Cui, Yuan Xuan, Chenyang Wang, Serge J. Belongie, Deborah Estrin
Unbiased offline recommender evaluation for missing-not-at-random implicit feedback. RecSys (2018)
Hongyi Wen, Longqi Yang, Michael Sobolev, Deborah Estrin
Exploring recommendations under user-controlled data filtering. RecSys (2018)
Longqi Yang, Eugene Bagdasaryan, Joshua Gruenstein, Cheng-Kang Hsieh, Deborah Estrin
OpenRec: A Modular Framework for Extensible and Adaptable Recommendation Algorithms. WSDM (2018)
Longqi Yang, Chen Fang, Hailin Jin, Matthew D. Hoffman, Deborah Estrin
Personalizing Software and Web Services by Integrating Unstructured Application Usage Traces. WWW (Companion Volume) (2017)
Cheng-Kang Hsieh, Longqi Yang, Yin Cui, Tsung-Yi Lin, Serge J. Belongie, Deborah Estrin
Collaborative Metric Learning. WWW (2017)
Longqi Yang, Cheng-Kang Hsieh, Hongjian Yang, John P. Pollak, Nicola Dell, Serge J. Belongie, Curtis Cole, Deborah Estrin
Yum-Me: A Personalized Nutrient-Based Meal Recommender System. ACM Trans. Inf. Syst. 36 (1) (2017)
Santosh Kumar, Gregory D. Abowd, William T. Abraham, Mustafa al'Absi, Duen Horng Chau, Emre Ertin, Deborah Estrin, Deepak Ganesan, Timothy Hnat, Syed Monowar Hossain, Zachary G. Ives, Jacqueline Kerr, Benjamin M. Marlin, Susan A. Murphy, James M. Rehg, Inbal Nahum-Shani, Vivek Shetty, Ida Sim, Bonnie Spring, Mani B. Srivastava, David W. Wetter
Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K). IEEE Pervasive Comput. 16 (2) (2017)
Longqi Yang, Diana Freed, Alex Wu, Judy Wu, John P. Pollak, Deborah Estrin
Your activities of daily living (YADL): an image-based survey technique for patients with arthritis. PervasiveHealth (2016)
James Kizer, Arnaud Sahaguet, Neil Lakin, Michael Carroll, John P. Pollak, Deborah Estrin
Internet Scale Research Studies using SDL-RX. CoRR (2016)
Cheng-Kang Hsieh, Longqi Yang, Honghao Wei, Mor Naaman, Deborah Estrin
Immersive Recommendation: News and Event Recommendations Using Personal Digital Traces. WWW (2016)
Longqi Yang, Diana Freed, Alex Wu, Judy Wu, John P. Pollak, Deborah Estrin
Your Activities of Daily Living (YADL): An Image-based Survey Technique for Patients with Arthritis. CoRR (2016)
Min S. Hane Aung, Faisal Alquaddoomi, Cheng-Kang Hsieh, Mashfiqui Rabbi, Longqi Yang, John P. Pollak, Deborah Estrin, Tanzeem Choudhury
Leveraging Multi-Modal Sensing for Mobile Health: A Case Review in Chronic Pain. IEEE J. Sel. Top. Signal Process. 10 (5) (2016)
Longqi Yang, Cheng-Kang Hsieh, Hongjian Yang, Nicola Dell, Serge J. Belongie, Deborah Estrin
Yum-me: Personalized Healthy Meal Recommender System. CoRR (2016)
Honghao Wei, Cheng-Kang Hsieh, Longqi Yang, Deborah Estrin
GroupLink: Group Event Recommendations Using Personal Digital Traces. CSCW Companion (2016)
Kenneth D. Mandl, Richard A. Bloomfield Jr., Deborah Estrin, Stephen H. Friend, Pascal B. Pfiffner
Building a Research Ecosystem upon the Early Success of ResearchKit. AMIA (2016)
Deborah Estrin, Craig W. Thompson
Internet of You: Data Big and Small. IEEE Internet Comput. 19 (6) (2015)
Longqi Yang, Cheng-Kang Hsieh, Deborah Estrin
Beyond Classification: Latent User Interests Profiling from Visual Contents Analysis. CoRR (2015)
Longqi Yang, Cheng-Kang Hsieh, Deborah Estrin
Beyond Classification: Latent User Interests Profiling from Visual Contents Analysis. ICDM Workshops (2015)
Hongsuda Tangmunarunkit, Cheng-Kang Hsieh, Brent Longstaff, S. Nolen, John Jenkins, Cameron Ketcham, Joshua Selsky, Faisal Alquaddoomi, Dony George, Jinha Kang, Z. Khalapyan, Jeroen Ooms, Nithya Ramanathan, Deborah Estrin
Ohmage: A General and Extensible End-to-End Participatory Sensing Platform. ACM Trans. Intell. Syst. Technol. 6 (3) (2015)
Santosh Kumar, Gregory D. Abowd, William T. Abraham, Mustafa al'Absi, J. Gayle Beck, Duen Horng Chau, Tyson Condie, David E. Conroy, Emre Ertin, Deborah Estrin, Deepak Ganesan, Cho Lam, Benjamin M. Marlin, Clay B. Marsh, Susan A. Murphy, Inbal Nahum-Shani, Kevin Patrick, James M. Rehg, Moushumi Sharmin, Vivek Shetty, Ida Sim, Bonnie Spring, Mani B. Srivastava, David W. Wetter
Center of excellence for mobile sensor data-to-knowledge (MD2K). J. Am. Medical Informatics Assoc. 22 (6) (2015)
Phillip R. Say, Daniel M. Stein, Jessica S. Ancker, Cheng-Kang Hsieh, John P. Pollak, Deborah Estrin
Smartphone Data in Rheumatoid Arthritis - What Do Rheumatologists Want? AMIA (2015)
Longqi Yang, Yin Cui, Fan Zhang, John P. Pollak, Serge J. Belongie, Deborah Estrin
PlateClick: Bootstrapping Food Preferences Through an Adaptive Visual Interface. CIKM (2015)
Deborah Estrin
Small data, where n = me. Commun. ACM 57 (4) (2014)
Faisal Alquaddoomi, Cameron Ketcham, Deborah Estrin
The Email Analysis Framework: Aiding the Analysis of Personal Natural Language Texts. HT (Doctoral Consortium / Late-breaking Results / Workshops) (2014)
Min Y. Mun, Donnie H. Kim, Katie Shilton, Deborah Estrin, Mark H. Hansen, Ramesh Govindan
PDVLoc: A Personal Data Vault for Controlled Location Data Sharing. ACM Trans. Sens. Networks 10 (4) (2014)
Nithya Ramanathan, Dallas Swendeman, W. Scott Comulada, Deborah Estrin, Mary Jane Rotheram-Borus
Identifying preferences for mobile health applications for self-monitoring and self-management: Focus group findings from HIV-positive persons and young mothers. Int. J. Medical Informatics 82 (4) (2013)
Cheng-Kang Hsieh, Hongsuda Tangmunarunkit, Faisal Alquaddoomi, John Jenkins, Jinha Kang, Cameron Ketcham, Brent Longstaff, Joshua Selsky, Betta Dawson, Dallas Swendeman, Deborah Estrin, Nithya Ramanathan
Lifestreams: a modular sense-making toolset for identifying important patterns from everyday life. SenSys (2013)
Cheng-Kang Hsieh, Hongsuda Tangmunarunkit, Faisal Alquaddoomi, John Jenkins, Jinha Kang, Cameron Ketcham, Brent Longstaff, Joshua Selsky, Dallas Swendeman, Deborah Estrin, Nithya Ramanathan
ACM HotMobile 2013 poster: lifestreams dashboard: an interactive visualization platform for mHealth data exploration. ACM SIGMOBILE Mob. Comput. Commun. Rev. 17 (3) (2013)
Deborah Estrin
Sensemaking for mobile health. IPSN (2013)
Nithya Ramanathan, Faisal Alquaddoomi, Hossein Falaki, Dony George, Cheng-Kang Hsieh, John Jenkins, Cameron Ketcham, Brent Longstaff, Jeroen Ooms, Joshua Selsky, Hongsuda Tangmunarunkit, Deborah Estrin
ohmage: An open mobile system for activity and experience sampling. PervasiveHealth (2012)
Cheng-Kang Hsieh, Hossein Falaki, Nithya Ramanathan, Hongsuda Tangmunarunkit, Deborah Estrin
Performance evaluation of android IPC for continuous sensing applications. ACM SIGMOBILE Mob. Comput. Commun. Rev. 16 (4) (2012)
Susan L. Graham, Deborah Estrin, Eric Horvitz, Isaac S. Kohane, Elizabeth D. Mynatt, Ida Sim
Information Technology research challenges for healthcare: from discovery to delivery. SIGHIT Rec. 1 (1) (2011)
Kyungsik Han, Eric A. Graham, Dylan Vassallo, Deborah Estrin
Enhancing Motivation in a Mobile Participatory Sensing Project through Gaming. SocialCom/PASSAT (2011)
Anind K. Dey, Deborah Estrin
Perspectives on Pervasive Health from Some of the Field's Leading Researchers. IEEE Pervasive Comput. 10 (2) (2011)
Hossein Falaki, Ratul Mahajan, Deborah Estrin
SystemSens: a tool for monitoring usage in smartphone research deployments. MobiArch@MobiSys (2011)
Anind K. Dey, Deborah Estrin
Pervasive Healthcare 2010: Two Perspectives. IEEE Pervasive Comput. 10 (3) (2011)
Donnie H. Kim, Kyungsik Han, Deborah Estrin
Employing user feedback for semantic location services. UbiComp (2011)
Teresa Ko, Stefano Soatto, Deborah Estrin
Warping background subtraction. CVPR (2010)
Sasank Reddy, Min Y. Mun, Jeff Burke, Deborah Estrin, Mark H. Hansen, Mani B. Srivastava
Using mobile phones to determine transportation modes. ACM Trans. Sens. Networks 6 (2) (2010)
Jeongyeup Paek, Ben Greenstein, Omprakash Gnawali, Ki-Young Jang, August Joki, Marcos Augusto M. Vieira, John Hicks, Deborah Estrin, Ramesh Govindan, Eddie Kohler
The Tenet architecture for tiered sensor networks. ACM Trans. Sens. Networks 6 (4) (2010)
Min Y. Mun, Shuai Hao, Nilesh Mishra, Katie Shilton, Jeff Burke, Deborah Estrin, Mark H. Hansen, Ramesh Govindan
Personal data vaults: a locus of control for personal data streams. CoNEXT (2010)
Deborah Estrin
Participatory sensing: applications and architecture. MobiSys (2010)
Donnie H. Kim, Younghun Kim, Deborah Estrin, Mani B. Srivastava
SensLoc: sensing everyday places and paths using less energy. SenSys (2010)
Sasank Reddy, Deborah Estrin, Mark H. Hansen, Mani B. Srivastava
Examining micro-payments for participatory sensing data collections. UbiComp (2010)
Deborah Estrin, K. Mani Chandy, Robert Michael Young, Larry Smarr, Andrew M. Odlyzko, David D. Clark, Viviane Reding, Toru Ishida, Sharad Sharma, Vinton G. Cerf, Urs Hölzle, Luiz André Barroso, Geoff Mulligan, Adrian Hooke, Chip Elliott
Internet Predictions. IEEE Internet Comput. 14 (1) (2010)
Teresa Ko, Shaun Ahmadian, John Hicks, Mohammad H. Rahimi, Deborah Estrin, Stefano Soatto, Sharon Coe, Michael P. Hamilton
Heartbeat of a nest: Using imagers as biological sensors. ACM Trans. Sens. Networks 6 (3) (2010)
Sasank Reddy, Deborah Estrin, Mani B. Srivastava
Recruitment Framework for Participatory Sensing Data Collections. Pervasive (2010)
Hossein Falaki, Dimitrios Lymberopoulos, Ratul Mahajan, Srikanth Kandula, Deborah Estrin
A first look at traffic on smartphones. Internet Measurement Conference (2010)
John Hicks, Nithya Ramanathan, Donnie H. Kim, Mohamad Monibi, Joshua Selsky, Mark H. Hansen, Deborah Estrin
AndWellness: an open mobile system for activity and experience sampling. Wireless Health (2010)
Teresa Ko, Josh Hyman, Eric A. Graham, Mark H. Hansen, Stefano Soatto, Deborah Estrin
Embedded Imagers: Detecting, Localizing, and Recognizing Objects and Events in Natural Habitats. Proc. IEEE 98 (11) (2010)
Sasank Reddy, Katie Shilton, Gleb Denisov, Christian Cenizal, Deborah Estrin, Mani B. Srivastava
Biketastic: sensing and mapping for better biking. CHI (2010)
Brent Longstaff, Sasank Reddy, Deborah Estrin
Improving activity classification for health applications on mobile devices using active and semi-supervised learning. PervasiveHealth (2010)
Hossein Falaki, Ratul Mahajan, Srikanth Kandula, Dimitrios Lymberopoulos, Ramesh Govindan, Deborah Estrin
Diversity in smartphone usage. MobiSys (2010)
Erin C. Riordan, Eric A. Graham, Eric M. Yuen, Deborah Estrin, Philip W. Rundel
Utilizing public Internet-connected cameras for a cross- continental plant phenology monitoring system. IGARSS (2010)
Jason Ryder, Brent Longstaff, Sasank Reddy, Deborah Estrin
Ambulation: A Tool for Monitoring Mobility Patterns over Time Using Mobile Phones. CSE (4) (2009)
Martin Lukac, Paul Davis, Robert Clayton, Deborah Estrin
Recovering temporal integrity with Data Driven Time Synchronization. IPSN (2009)
Donnie H. Kim, Jeffrey Hightower, Ramesh Govindan, Deborah Estrin
Discovering semantically meaningful places from pervasive RF-beacons. UbiComp (2009)
Teresa Ko, Stefano Soatto, Deborah Estrin
Categorization in natural time-varying image sequences. CVPR Workshops (2009)
Sasank Reddy, Vidyut Samanta, Jeff Burke, Deborah Estrin, Mark H. Hansen, Mani B. Srivastava
MobiSense - mobile network services for coordinated participatory sensing. ISADS (2009)
Nithya Ramanathan, Thomas Schoellhammer, Eddie Kohler, Kamin Whitehouse, Thomas C. Harmon, Deborah Estrin
Suelo: human-assisted sensing for exploratory soil monitoring studies. SenSys (2009)
Sasank Reddy, Katie Shilton, Jeff Burke, Deborah Estrin, Mark H. Hansen, Mani B. Srivastava
Using Context Annotated Mobility Profiles to Recruit Data Collectors in Participatory Sensing. LoCA (2009)
Dong-U Lee, Hyungjin Kim, Mohammad H. Rahimi, Deborah Estrin, John D. Villasenor
Energy-Efficient Image Compression for Resource-Constrained Platforms. IEEE Trans. Image Process. 18 (9) (2009)
Min Y. Mun, Sasank Reddy, Katie Shilton, Nathan Yau, Jeff Burke, Deborah Estrin, Mark H. Hansen, Eric Howard, Ruth West, Péter Boda
PEIR, the personal environmental impact report, as a platform for participatory sensing systems research. MobiSys (2009)
E. Agapie, Gong Chen, D. Houston, Eric Howard, J. Kim, Min Y. Mun, A. Mondschein, Sasank Reddy, R. Rosario, Jason Ryder, A. Steiner, Jeff Burke, Deborah Estrin, Mark H. Hansen, Mohammad H. Rahimi
Seeing our signals: combining location traces and web-based models for personal discovery. HotMobile (2008)
Michael Allen, Lewis Girod, Ryan Newton, Samuel Madden, Daniel T. Blumstein, Deborah Estrin
VoxNet: An Interactive, Rapidly-Deployable Acoustic Monitoring Platform. IPSN (2008)
Vidyut Samanta, Chase Laurelle Alexandria Knowles, Jeff Burke, Fabian Wagmister, Deborah Estrin
Metropolitan Wi-Fi Research Network at the Los Angeles State Historic Park. J. Community Informatics 4 (1) (2008)
Michael P. Allen, Eric A. Graham, Shaun Ahmadian, Teresa Ko, Eric M. Yuen, Lewis Girod, Michael P. Hamilton, Deborah Estrin
Interactive environmental sensing: Signal and image processing challenges. ICASSP (2008)
Teresa Ko, Stefano Soatto, Deborah Estrin
Background Subtraction on Distributions. ECCV (3) (2008)
Hyungjin Kim, Mohammad H. Rahimi, Dong-U Lee, Deborah Estrin, John D. Villasenor
Energy-Aware High Resolution Image Acquisition via Heterogeneous Image Sensors. IEEE J. Sel. Top. Signal Process. 2 (4) (2008)
Sasank Reddy, Jeff Burke, Deborah Estrin, Mark H. Hansen, Mani B. Srivastava
Determining transportation mode on mobile phones. ISWC (2008)
Katie Shilton, Nithya Ramanathan, Sasank Reddy, Vidyut Samanta, Jeff Burke, Deborah Estrin, Mark H. Hansen, Mani B. Srivastava
Participatory design of sensing networks: strengths and challenges. PDC (2008)
Tarek F. Abdelzaher, Yaw Anokwa, Péter Boda, Jeff Burke, Deborah Estrin, Leonidas J. Guibas, Aman Kansal, Samuel Madden, Jim Reich
Mobiscopes for Human Spaces. IEEE Pervasive Comput. 6 (2) (2007)
Dong-U Lee, Hyungjin Kim, Steven Tu, Mohammad H. Rahimi, Deborah Estrin, John D. Villasenor
Energy-optimized image communication on resource-constrained sensor platforms. IPSN (2007)
Sasank Reddy, Andrew Parker, Josh Hyman, Jeff Burke, Deborah Estrin, Mark H. Hansen
Image browsing, processing, and clustering for participatory sensing: lessons from a DietSense prototype. EmNets (2007)
Teresa Ko, Zainul Charbiwala, Shaun Ahmadian, Mohammad H. Rahimi, Mani B. Srivastava, Stefano Soatto, Deborah Estrin
Exploring Tradeoffs in Accuracy, Energy and Latency of Scale Invariant Feature Transform in Wireless Camera Networks. ICDSC (2007)
Michael Allen, Lewis Girod, Deborah Estrin
Acoustic laptops as a research enabler. EmNets (2007)
Sasank Reddy, Jeff Burke, Deborah Estrin, Mark H. Hansen, Mani B. Srivastava
A framework for data quality and feedback in participatory sensing. SenSys (2007)
Josh Hyman, Eric A. Graham, Mark H. Hansen, Deborah Estrin
uptake with digital visible-light imagery. DMSN (2007)
Lewis Girod, Nithya Ramanathan, Jeremy Elson, Thanos Stathopoulos, Martin Lukac, Deborah Estrin
Emstar: A software environment for developing and deploying heterogeneous sensor-actuator networks. ACM Trans. Sens. Networks 3 (3) (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Deborah Estrin