Robert Sim

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 43

Top Topics

Sentiment Analysis

Differentially Private

Knowledge Transfer

Top Venues

Proc. ACM Hum. Comput. Interact.

Publications

Xinyu Tang, Richard Shin, Huseyin A. Inan, Andre Manoel, Fatemehsadat Mireshghallah, Zinan Lin, Sivakanth Gopi, Janardhan Kulkarni, Robert Sim
Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation. ICLR (2024)
Dujian Ding, Ankur Mallick, Chi Wang, Robert Sim, Subhabrata Mukherjee, Victor Rühle, Laks V. S. Lakshmanan, Ahmed Hassan Awadallah
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing. ICLR (2024)
Pierre Tholoniat, Huseyin A. Inan, Janardhan Kulkarni, Robert Sim
Differentially Private Training of Mixture of Experts Models. CoRR (2024)
Dujian Ding, Ankur Mallick, Chi Wang, Robert Sim, Subhabrata Mukherjee, Victor Rühle, Laks V. S. Lakshmanan, Ahmed Hassan Awadallah
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing. CoRR (2024)
Fan Wu, Huseyin A. Inan, Arturs Backurs, Varun Chandrasekaran, Janardhan Kulkarni, Robert Sim
Privately Aligning Language Models with Reinforcement Learning. ICLR (2024)
Fan Wu, Huseyin A. Inan, Arturs Backurs, Varun Chandrasekaran, Janardhan Kulkarni, Robert Sim
Privately Aligning Language Models with Reinforcement Learning. CoRR (2023)
Andre Manoel, Mirian del Carmen Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Robert Sim, Dan Miller, Danny Karmon, Dimitrios Dimitriadis
Federated Multilingual Models for Medical Transcript Analysis. CHIL (2023)
F. Betül Durak, Kim Laine, Simon Langowski, Radames Cruz Moreno, Robert Sim, Shrey Jain
Sandi: A System for Accountability and Applications in Direct Communication (Extended Abstract). CoRR (2023)
Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Anastasios Kyrillidis, Robert Sim
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation. CoRR (2023)
Daniel Madrigal Diaz, Andre Manoel, Jialei Chen, Nalin Singal, Robert Sim
Project Florida: Federated Learning Made Easy. CoRR (2023)
Nils Lukas, Ahmed Salem, Robert Sim, Shruti Tople, Lukas Wutschitz, Santiago Zanella Béguelin
Analyzing Leakage of Personally Identifiable Information in Language Models. CoRR (2023)
Xinyu Tang, Richard Shin, Huseyin A. Inan, Andre Manoel, Fatemehsadat Mireshghallah, Zinan Lin, Sivakanth Gopi, Janardhan Kulkarni, Robert Sim
Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation. CoRR (2023)
Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis, Dimitrios Dimitriadis
Fed-ZERO: Efficient Zero-shot Personalization with Federated Mixture of Experts. CoRR (2023)
Xiang Yue, Huseyin A. Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Hoda Shajari, Huan Sun, David Levitan, Robert Sim
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe. ACL (1) (2023)
Hojjat Aghakhani, Wei Dai, Andre Manoel, Xavier Fernandes, Anant Kharkar, Christopher Kruegel, Giovanni Vigna, David Evans, Ben Zorn, Robert Sim
TrojanPuzzle: Covertly Poisoning Code-Suggestion Models. CoRR (2023)
Nils Lukas, Ahmed Salem, Robert Sim, Shruti Tople, Lukas Wutschitz, Santiago Zanella Béguelin
Analyzing Leakage of Personally Identifiable Information in Language Models. SP (2023)
Prathamesh Mandke, Rachel Oberst, Matthias Reisser, Avijit Chakraborty, Christos Louizos, Joseph Soriaga, Daniel Madrigal Diaz, Andre Manoel, Nalin Singal, Jeff Omhover, Robert Sim
Federated Learning Toolkit with Voice-based User Verification Demo. INTERSPEECH (2023)
Fatemehsadat Mireshghallah, Vaishnavi Shrivastava, Milad Shokouhi, Taylor Berg-Kirkpatrick, Robert Sim, Dimitrios Dimitriadis
UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis. NAACL-HLT (2022)
Adel Elmahdy, Huseyin A. Inan, Robert Sim
Privacy Leakage in Text Classification: A Data Extraction Approach. CoRR (2022)
Andre Manoel, Mirian Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Dan Miller, Danny Karmon, Robert Sim, Dimitrios Dimitriadis
Federated Multilingual Models for Medical Transcript Analysis. CoRR (2022)
Farnaz Jahanbakhsh, Elnaz Nouri, Robert Sim, Ryen W. White, Adam Fourney
Understanding Questions that Arise When Working with Business Documents. CoRR (2022)
Dimitrios Dimitriadis, Mirian Hipolito Garcia, Daniel Madrigal Diaz, Andre Manoel, Robert Sim
FLUTE: A Scalable, Extensible Framework for High-Performance Federated Learning Simulations. CoRR (2022)
Xiang Yue, Huseyin A. Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Huan Sun, David Levitan, Robert Sim
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe. CoRR (2022)
Farnaz Jahanbakhsh, Elnaz Nouri, Robert Sim, Ryen W. White, Adam Fourney
Understanding Questions that Arise When Working with Business Documents. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Farnaz Jahanbakhsh, Elnaz Nouri, Robert Sim, Ryen W. White, Adam Fourney
Understanding Questions that Arise When Working with Business Documents. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Yae Jee Cho, Andre Manoel, Gauri Joshi, Robert Sim, Dimitrios Dimitriadis
Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning. CoRR (2022)
Yae Jee Cho, Andre Manoel, Gauri Joshi, Robert Sim, Dimitrios Dimitriadis
Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning. IJCAI (2022)
Huseyin A. Inan, Osman Ramadan, Lukas Wutschitz, Daniel Jones, Victor Rühle, James Withers, Robert Sim
Privacy Analysis in Language Models via Training Data Leakage Report. CoRR (2021)
Fatemehsadat Mireshghallah, Huseyin A. Inan, Marcello Hasegawa, Victor Rühle, Taylor Berg-Kirkpatrick, Robert Sim
Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels. NAACL-HLT (2021)
Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski
MeetingCoach: An Intelligent Dashboard for Supporting Effective & Inclusive Meetings. CHI (2021)
Masoumeh Shafieinejad, Huseyin A. Inan, Marcello Hasegawa, Robert Sim
On Privacy and Confidentiality of Communications in Organizational Graphs. CoRR (2021)
Fatemehsadat Mireshghallah, Vaishnavi Shrivastava, Milad Shokouhi, Taylor Berg-Kirkpatrick, Robert Sim, Dimitrios Dimitriadis
UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis. CoRR (2021)
Fatemehsadat Mireshghallah, Huseyin A. Inan, Marcello Hasegawa, Victor Rühle, Taylor Berg-Kirkpatrick, Robert Sim
Privacy Regularization: Joint Privacy-Utility Optimization in Language Models. CoRR (2021)
Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna M. Wallach
Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets. ACL/IJCNLP (1) (2021)
Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White
Proactive Suggestion Generation: Data and Methods for Stepwise Task Assistance. SIGIR (2020)
Tara Safavi, Adam Fourney, Robert Sim, Marcin Juraszek, Shane Williams, Ned Friend, Danai Koutra, Paul N. Bennett
Toward Activity Discovery in the Personal Web. WSDM (2020)
Maartje ter Hoeve, Robert Sim, Elnaz Nouri, Adam Fourney, Maarten de Rijke, Ryen W. White
Conversations with Documents. An Exploration of Document-Centered Assistance. CoRR (2020)
Elnaz Nouri, Robert Sim, Adam Fourney, Ryen W. White
Step-wise Recommendation for Complex Task Support. CHIIR (2020)
Maartje ter Hoeve, Robert Sim, Elnaz Nouri, Adam Fourney, Maarten de Rijke, Ryen W. White
Conversations with Documents: An Exploration of Document-Centered Assistance. CHIIR (2020)
Xinya Du, Ahmed Hassan Awadallah, Adam Fourney, Robert Sim, Paul N. Bennett, Claire Cardie
Leveraging Structured Metadata for Improving Question Answering on the Web. AACL/IJCNLP (2020)
Hosein Azarbonyad, Robert Sim, Ryen W. White
Domain Adaptation for Commitment Detection in Email. WSDM (2019)
Ryen W. White, Adam Fourney, Allen Herring, Paul N. Bennett, Nirupama Chandrasekaran, Robert Sim, Elnaz Nouri, Mark J. Encarnación
Multi-device digital assistance. Commun. ACM 62 (10) (2019)
Ryen W. White, Ahmed Hassan Awadallah, Robert Sim
Task Completion Detection: A Study in the Context of Intelligent Systems. SIGIR (2019)
Robert Sim, Greg Mori, Yiannis Rekleitis
Second and Third Canadian Conferences on Computer and Robot Vision. Image Vis. Comput. 27 (1-2) (2009)
Robert Sim, James J. Little
Autonomous vision-based robotic exploration and mapping using hybrid maps and particle filters. Image Vis. Comput. 27 (1-2) (2009)
Robert Sim, Pantelis Elinas, James J. Little
A Study of the Rao-Blackwellised Particle Filter for Efficient and Accurate Vision-Based SLAM. Int. J. Comput. Vis. 74 (3) (2007)
Robert Sim, James J. Little
Autonomous vision-based exploration and mapping using hybrid maps and Rao-Blackwellised particle filters. IROS (2006)
Pantelis Elinas, Robert Sim, James J. Little
σSLAM: Stereo Vision SLAM using the Rao-Blackwellised Particle Filter and a Novel Mixture Proposal Distribution. ICRA (2006)
Pablo Sala, Robert Sim, Ali Shokoufandeh, Sven J. Dickinson
Landmark Selection for Vision-Based Navigation. IEEE Trans. Robotics 22 (2) (2006)
Robert Sim, Pantelis Elinas, Matt Griffin, Alex Shyr, James J. Little
Design and analysis of a framework for real-time vision-based SLAM using Rao-Blackwellised particle filters. CRV (2006)
Robert Sim
Stabilizing information-driven exploration for bearings-only SLAM using range gating. IROS (2005)
Robert Sim
Stable Exploration for Bearings-only SLAM. ICRA (2005)
Robert Sim, Nicholas Roy
Global A-Optimal Robot Exploration in SLAM. ICRA (2005)
Robert Sim, Gregory Dudek
Self-Organizing Visual Maps. AAAI (2004)
Christina Georgiades, Andrew German, Andrew Hogue, Hui Liu, Chris Prahacs, Arlene Ripsman, Robert Sim, Luz Abril Torres-Méndez, Pifu Zhang, Martin Buehler, Gregory Dudek, Michael Jenkin, Evangelos E. Milios
AQUA: an aquatic walking robot. IROS (2004)
Robert Sim, Gregory Dudek
Learning generative models of invariant features. IROS (2004)
Robert Sim, Gregory Dudek, Nicholas Roy
Online Control Policy Optimization for Minimizing Map Uncertainty during Exploration. ICRA (2004)
Robert Sim, Gregory Dudek
Learning Generative Models of Scene Features. Int. J. Comput. Vis. 60 (1) (2004)
Pablo Sala, Robert Sim, Ali Shokoufandeh, Sven J. Dickinson
Landmark selection for vision-based navigation. IROS (2004)
Robert Sim, Gregory Dudek
Comparing image-based localization methods. IJCAI (2003)
Robert Sim, Gregory Dudek
Effective exploration strategies for the construction of visual maps. IROS (2003)
Gregory Dudek, Robert Sim
Robodaemon -a device independent, network-oriented, modular mobile robot controller. ICRA (2003)
Robert Sim, Gregory Dudek
Learning Generative Models of Scene Features. CVPR (1) (2001)
Ioannis M. Rekleitis, Robert Sim, Gregory Dudek, Evangelos E. Milios
Collaborative exploration for map construction. CIRA (2001)
Robert Sim, Gregory Dudek
Learning environmental features for pose estimation. Image Vis. Comput. 19 (11) (2001)
Ioannis M. Rekleitis, Robert Sim, Gregory Dudek, Evangelos E. Milios
Collaborative exploration for the construction of visual maps. IROS (2001)
Robert Sim, Gregory Dudek
Learning Landmarks for Robot Localization. AAAI/IAAI (2000)
Robert Sim, Paul Russo, Andrew Grahm, Andrew Blair, Nick Barnes, Alan Blair
RoboMutts. RoboCup (2000)
Robert Sim, Gregory Dudek
Learning Visual Landmarks for Pose Estimation. ICRA (1999)
Robert Sim, Gregory Dudek
Learning and Evaluating Visual Features for Pose Estimation. ICCV (1999)
Robert Sim, Gregory Dudek
Mobile robot localization from learned landmarks. IROS (1998)
Marc Bolduc, Eric Bourque, Gregory Dudek, Nicholas Roy, Robert Sim
Autonomous Exploration: An Integrated Systems Approach. AAAI/IAAI (1997)