Margo I. Seltzer

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 103

Top Venues

University of California at Berkeley (PHD)

Education History

University of California at Berkeley

PHD

Publications

Sepehr Jalalian, Shaurya Patel, Milad Rezaei Hajidehi, Margo I. Seltzer, Alexandra Fedorova
ExtMem: Enabling Application-Aware Virtual Memory Management for Data-Intensive Applications. USENIX ATC (2024)
Puneet Mehrotra, Vaastav Anand, Daniel W. Margo, Milad Rezaei Hajidehi, Margo I. Seltzer
SoK: The Faults in our Graph Benchmarks. CoRR (2024)
Rui Zhang, Rui Xin, Margo I. Seltzer, Cynthia Rudin
Optimal Sparse Survival Trees. CoRR (2024)
Nichole Boufford, Joseph Wonsil, Adam Craig Pocock, Jack Sullivan, Margo I. Seltzer, Thomas Pasquier
Computational Experiment Comprehension using Provenance Summarization. ACM-REP (2024)
Amir Sabzi, Rut Vora, Swati Goswami, Margo I. Seltzer, Mathias Lécuyer, Aastha Mehta
NetShaper: A Differentially Private Network Side-Channel Mitigation System. USENIX Security Symposium (2024)
Rui Zhang, Rui Xin, Margo I. Seltzer, Cynthia Rudin
Optimal Sparse Survival Trees. AISTATS (2024)
Cynthia Rudin, Chudi Zhong, Lesia Semenova, Margo I. Seltzer, Ronald Parr, Jiachang Liu, Srikar Katta, Jon Donnelly, Harry Chen, Zachery Boner
Amazing Things Come From Having Many Good Models. CoRR (2024)
Rui Zhang, Rui Xin, Margo I. Seltzer, Cynthia Rudin
Optimal Sparse Regression Trees. AAAI (2023)
Jingmei Hu, Eric Lu, David A. Holland, Ming Kawaguchi, Stephen Chong, Margo I. Seltzer
Towards Porting Operating Systems with Program Synthesis. ACM Trans. Program. Lang. Syst. 45 (1) (2023)
Chudi Zhong, Zhi Chen, Jiachang Liu, Margo I. Seltzer, Cynthia Rudin
Exploring and Interacting with the Set of Good Sparse Generalized Additive Models. NeurIPS (2023)
Amir Sabzi, Rut Vora, Swati Goswami, Margo I. Seltzer, Mathias Lécuyer, Aastha Mehta
NetShaper: A Differentially Private Network Side-Channel Mitigation System. CoRR (2023)
Joseph Wonsil, Jack Sullivan, Margo I. Seltzer, Adam Craig Pocock
Integrated Reproducibility with Self-describing Machine Learning Models. ACM-REP (2023)
Ali Behrouz, Farnoosh Hashemi, Sadaf Sadeghian, Margo I. Seltzer
CAT-Walk: Inductive Hypergraph Learning via Set Walks. NeurIPS (2023)
Sidhartha Agrawal, Reto Achermann, Margo I. Seltzer
OSmosis: No more Déjà vu in OS isolation. CoRR (2023)
Bingyao Wang, Sepehr Noorafshan, Reto Achermann, Margo I. Seltzer
Synthesizing Device Drivers with Ghost Writer. PLOS@SOSP (2023)
Ali Behrouz, Margo I. Seltzer
Anomaly Detection in Human Brain via Inductive Learning on Temporal Multiplex Networks. MLHC (2023)
Joseph Wonsil, Nichole Boufford, Prakhar Agrawal, Christopher Chen, Tianhang Cui, Akash Sivaram, Margo I. Seltzer
Reproducibility as a service. Softw. Pract. Exp. 53 (7) (2023)
Milad Rezaei Hajidehi, Sraavan Sridhar, Margo I. Seltzer
CUTTANA: Scalable Graph Partitioning for Faster Distributed Graph Databases and Analytics. CoRR (2023)
Shaurya Patel, Sidharth Agrawal, Alexandra Fedorova, Margo I. Seltzer
CHERI-picking: Leveraging capability hardware for prefetching. PLOS@SOSP (2023)
Zhi Chen, Chudi Zhong, Margo I. Seltzer, Cynthia Rudin
Understanding and Exploring the Whole Set of Good Sparse Generalized Additive Models. CoRR (2023)
Reto Achermann, Ilias Karimalis, Margo I. Seltzer
Why write address translation OS code yourself when you can synthesize it? HotOS (2023)
Ali Behrouz, Farnoosh Hashemi, Sadaf Sadeghian, Margo I. Seltzer
CAT-Walk: Inductive Hypergraph Learning via Set Walks. CoRR (2023)
Barbara Lerner, Emery R. Boose, Orenna Brand, Aaron M. Ellison, Elizabeth Fong, Matthew K. Lau, Khanh Ngo, Thomas Pasquier, Luis Perez, Margo I. Seltzer, Rose Sheehan, Joseph Wonsil
Making Provenance Work for You. R J. 14 (4) (2023)
Arpan Gujarati, Zainab Saeed Wattoo, Maryam Raiyat Aliabadi, Sean Clark, Xiaoman Liu, Parisa Shiri, Amee Trivedi, Ruizhe Zhu, Jason Hein, Margo I. Seltzer
Arming IDS Researchers with a Robotic Arm Dataset. DSN (2022)
Ali Behrouz, Margo I. Seltzer
Anomaly Detection in Multiplex Dynamic Networks: from Blockchain Security to Brain Disease Prediction. CoRR (2022)
Jiachang Liu, Chudi Zhong, Boxuan Li, Margo I. Seltzer, Cynthia Rudin
FasterRisk: Fast and Accurate Interpretable Risk Scores. NeurIPS (2022)
Nodir Kodirov, Shane Bergsma, Syed M. Iqbal, Alan J. Hu, Ivan Beschastnikh, Margo I. Seltzer
Gridiron: A Technique for Augmenting Cloud Workloads with Network Bandwidth Requirements. CoRR (2022)
Jingmei Hu, Eric Lu, David A. Holland, Ming Kawaguchi, Stephen Chong, Margo I. Seltzer
Towards Porting Operating Systems with Program Synthesis. CoRR (2022)
Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo I. Seltzer
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization. IEEE VIS (Short Papers) (2022)
Rui Xin, Chudi Zhong, Zhi Chen, Takuya Takagi, Margo I. Seltzer, Cynthia Rudin
Exploring the Whole Rashomon Set of Sparse Decision Trees. CoRR (2022)
Jiachang Liu, Chudi Zhong, Margo I. Seltzer, Cynthia Rudin
Fast Sparse Classification for Generalized Linear and Additive Models. CoRR (2022)
Rui Xin, Chudi Zhong, Zhi Chen, Takuya Takagi, Margo I. Seltzer, Cynthia Rudin
Exploring the Whole Rashomon Set of Sparse Decision Trees. NeurIPS (2022)
Ali Behrouz, Mathias Lécuyer, Cynthia Rudin, Margo I. Seltzer
Fast Optimization of Weighted Sparse Decision Trees for use in Optimal Treatment Regimes and Optimal Policy Design. CoRR (2022)
Jiachang Liu, Chudi Zhong, Margo I. Seltzer, Cynthia Rudin
Fast Sparse Classification for Generalized Linear and Additive Models. AISTATS (2022)
Hayden McTavish, Chudi Zhong, Reto Achermann, Ilias Karimalis, Jacques Chen, Cynthia Rudin, Margo I. Seltzer
Fast Sparse Decision Tree Optimization via Reference Ensembles. AAAI (2022)
Rui Zhang, Rui Xin, Margo I. Seltzer, Cynthia Rudin
Optimal Sparse Regression Trees. CoRR (2022)
Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo I. Seltzer
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization. CoRR (2022)
Jiachang Liu, Chudi Zhong, Boxuan Li, Margo I. Seltzer, Cynthia Rudin
FasterRisk: Fast and Accurate Interpretable Risk Scores. CoRR (2022)
Christopher K. Chen, Margo I. Seltzer, Mark R. Greenstreet
Shellac: A Compiler Synthesizer for Concurrent Programs. VSTTE (2022)
Bingyao Wang, Margo I. Seltzer
Tinkertoy: Build Your Own Operating Systems for IoT Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Hayden McTavish, Chudi Zhong, Reto Achermann, Ilias Karimalis, Jacques Chen, Cynthia Rudin, Margo I. Seltzer
Fast Sparse Decision Tree Optimization via Reference Ensembles. CoRR (2021)
Jingmei Hu, Priyan Vaithilingam, Stephen Chong, Margo I. Seltzer, Elena L. Glassman
Assuage: Assembly Synthesis Using A Guided Exploration. UIST (2021)
Stratos Idreos, Viktor Leis, Kai-Uwe Sattler, Margo I. Seltzer
Data Structures for Modern Memory and Storage Hierarchies (Dagstuhl Seminar 21283). Dagstuhl Reports 11 (6) (2021)
Maryam Raiyat Aliabadi, Margo I. Seltzer, Mojtaba Vahidi-Asl, Ramak Ghavamizadeh
ARTINALI#: An Efficient Intrusion Detection Technique for Resource-Constrained Cyber-Physical Systems. Int. J. Crit. Infrastructure Prot. 33 (2021)
Xueyuan Han, Xiao Yu, Thomas F. J.-M. Pasquier, Ding Li, Junghwan Rhee, James W. Mickens, Margo I. Seltzer, Haifeng Chen
SIGL: Securing Software Installations Through Deep Graph Learning. USENIX Security Symposium (2021)
Aarti Kashyap, Syed Mubashir Iqbal, Karthik Pattabiraman, Margo I. Seltzer
ReLUSyn: Synthesizing Stealthy Attacks for Deep Neural Network Based Cyber-Physical Systems. CoRR (2021)
Margo I. Seltzer, Mike Olson, Kirk McCusick
A Conversation with Margo Seltzer and Mike Olson: The history of Berkeley DB. ACM Queue 19 (5) (2021)
Swati Goswami, Nodir Kodirov, Craig Mustard, Ivan Beschastnikh, Margo I. Seltzer
Parking Packet Payload with P4. CoRR (2020)
Jimmy Lin, Chudi Zhong, Diane Hu, Cynthia Rudin, Margo I. Seltzer
Generalized Optimal Sparse Decision Trees. CoRR (2020)
Jimmy Lin, Chudi Zhong, Diane Hu, Cynthia Rudin, Margo I. Seltzer
Generalized and Scalable Optimal Sparse Decision Trees. ICML (2020)
Margo I. Seltzer
The Fine Line between Bold and Fringe Lunatic. USENIX Annual Technical Conference (2020)
Matthew K. Lau, Thomas F. J.-M. Pasquier, Margo I. Seltzer
Rclean: A Tool for Writing Cleaner, More Transparent Code. J. Open Source Softw. 5 (46) (2020)
Swati Goswami, Nodir Kodirov, Craig Mustard, Ivan Beschastnikh, Margo I. Seltzer
Parking packet payload with P4. CoNEXT (2020)
Jingmei Hu, Jiwon Joung, Maia Jacobs, Krzysztof Z. Gajos, Margo I. Seltzer
ProvBuild: improving data scientist efficiency with provenance. ICSE (Companion Volume) (2020)
Xueyuan Han, James Mickens, Ashish Gehani, Margo I. Seltzer, Thomas F. J.-M. Pasquier
Xanthus: Push-button Orchestration of Host Provenance Data Collection. CoRR (2020)
Malvika Rao, David F. Bacon, David C. Parkes, Margo I. Seltzer
Incentivizing Deep Fixes in Software Economies. IEEE Trans. Software Eng. 46 (1) (2020)
Angelos Bilas, Dejan Kostic, Kostas Magoutis, Evangelos P. Markatos, Dushyanth Narayanan, Peter R. Pietzuch, Margo I. Seltzer
The EuroSys 2020 Online Conference: Experience and lessons learned. CoRR (2020)
Tony Mason, Thaleia Dimitra Doudali, Margo I. Seltzer, Ada Gavrilovska
Unexpected Performance of Intel® Optane™ DC Persistent Memory. IEEE Comput. Archit. Lett. 19 (1) (2020)
Jingmei Hu, Jiwon Joung, Maia Jacobs, Krzysztof Z. Gajos, Margo I. Seltzer
Improving data scientist efficiency with provenance. ICSE (2020)
Xueyuan Han, James Mickens, Ashish Gehani, Margo I. Seltzer, Thomas F. J.-M. Pasquier
Xanthus: Push-button Orchestration of Host Provenance Data Collection. P-RECS@HPDC (2020)
Xueyuan Han, Thomas F. J.-M. Pasquier, Adam Bates, James Mickens, Margo I. Seltzer
Unicorn: Runtime Provenance-Based Detector for Advanced Persistent Threats. NDSS (2020)
Aaron M. Ellison, Emery R. Boose, Barbara Staudt Lerner, Elizabeth Fong, Margo I. Seltzer
The End-to-End Provenance Project. Patterns 1 (2) (2020)
Xueyuan Han, Thomas F. J.-M. Pasquier, Adam Bates, James Mickens, Margo I. Seltzer
UNICORN: Runtime Provenance-Based Detector for Advanced Persistent Threats. CoRR (2020)
Vaastav Anand, Puneet Mehrotra, Daniel W. Margo, Margo I. Seltzer
Smooth Kronecker: Solving the Combing Problem in Kronecker Graphs. GRADES-NDA@SIGMOD (2020)
Xueyuan Han, Xiao Yu, Thomas F. J.-M. Pasquier, Ding Li, Junghwan Rhee, James Mickens, Margo I. Seltzer, Haifeng Chen
SIGL: Securing Software Installations Through Deep Graph Learning. CoRR (2020)
Xiyang Hu, Cynthia Rudin, Margo I. Seltzer
Optimal Sparse Decision Trees. NeurIPS (2019)
Xiyang Hu, Cynthia Rudin, Margo I. Seltzer
Optimal Sparse Decision Trees. CoRR (2019)
Jingmei Hu, Eric Lu, David A. Holland, Ming Kawaguchi, Stephen Chong, Margo I. Seltzer
Trials and Tribulations in Synthesizing Operating Systems. PLOS@SOSP (2019)
Ming Kawaguchi, Jingmei Hu, Eric Lu, David A. Holland, Stephen Chong, Margo I. Seltzer
Aquarium Technical Report Preprint. CoRR (2019)
Thomas F. J.-M. Pasquier, David M. Eyers, Margo I. Seltzer
From Here to Provtopia. Poly/DMAH@VLDB (2019)
Sheung Chi Chan, James Cheney, Pramod Bhatotia, Thomas F. J.-M. Pasquier, Ashish Gehani, Hassaan Irshad, Lucian Carata, Margo I. Seltzer
ProvMark: A Provenance Expressiveness Benchmarking System. CoRR (2019)
Sheung Chi Chan, James Cheney, Pramod Bhatotia, Thomas F. J.-M. Pasquier, Ashish Gehani, Hassaan Irshad, Lucian Carata, Margo I. Seltzer
ProvMark: A Provenance Expressiveness Benchmarking System. Middleware (2019)
Thomas F. J.-M. Pasquier, Matthew K. Lau, Xueyuan Han, Elizabeth Fong, Barbara Staudt Lerner, Emery R. Boose, Mercè Crosas, Aaron M. Ellison, Margo I. Seltzer
Sharing and Preserving Computational Analyses for Posterity with encapsulator. CoRR (2018)
Xueyuan Han, Thomas F. J.-M. Pasquier, Margo I. Seltzer
Provenance-based Intrusion Detection: Opportunities and Challenges. CoRR (2018)
Thomas F. J.-M. Pasquier, Matthew K. Lau, Xueyuan Han, Elizabeth Fong, Barbara Staudt Lerner, Emery R. Boose, Mercè Crosas, Aaron M. Ellison, Margo I. Seltzer
Sharing and Preserving Computational Analyses for Posterity with encapsulator. Comput. Sci. Eng. 20 (4) (2018)
David M. Eyers, Christopher Millard, Margo I. Seltzer, Jatinder Singh
Towards Accountable Systems (Dagstuhl Seminar 18181). Dagstuhl Reports 8 (4) (2018)
Yihe Huang, Matej Pavlovic, Virendra J. Marathe, Margo I. Seltzer, Tim Harris, Steve Byan
Closing the Performance Gap Between Volatile and Persistent Key-Value Stores Using Cross-Referencing Logs. USENIX Annual Technical Conference (2018)
Margo I. Seltzer, Virendra J. Marathe, Steve Byan
An NVM Carol: Visions of NVM Past, Present, and Future. ICDE (2018)
Thomas F. J.-M. Pasquier, Xueyuan Han, Thomas Moyer, Adam Bates, Olivier Hermant, David M. Eyers, Jean Bacon, Margo I. Seltzer
Runtime Analysis of Whole-System Provenance. CoRR (2018)
Virendra J. Marathe, Achin Mishra, Amee Trivedi, Yihe Huang, Faisal Zaghloul, Sanidhya Kashyap, Margo I. Seltzer, Tim Harris, Steve Byan, Bill Bridge, Dave Dice
Persistent Memory Transactions. CoRR (2018)
Peter Kraft, Amos Waterland, Daniel Y. Fu, Anitha Gollamudi, Shai Szulanski, Margo I. Seltzer
Automatic Parallelization of Sequential Programs. CoRR (2018)
Xueyuan Han, Thomas F. J.-M. Pasquier, Margo I. Seltzer
Provenance-based Intrusion Detection: Opportunities and Challenges. TaPP (2018)
Thomas F. J.-M. Pasquier, Xueyuan Han, Thomas Moyer, Adam Bates, Olivier Hermant, David M. Eyers, Jean Bacon, Margo I. Seltzer
Runtime Analysis of Whole-System Provenance. CCS (2018)
Thomas F. J.-M. Pasquier, Jatinder Singh, Julia E. Powles, David M. Eyers, Margo I. Seltzer, Jean Bacon
Data provenance to audit compliance with privacy policy in the Internet of Things. Pers. Ubiquitous Comput. 22 (2) (2018)
Thomas F. J.-M. Pasquier, Xueyuan Han, Mark Goldstein, Thomas Moyer, David M. Eyers, Margo I. Seltzer, Jean Bacon
Practical whole-system provenance capture. SoCC (2017)
Elaine Angelino, Nicholas Larus-Stone, Daniel Alabi, Margo I. Seltzer, Cynthia Rudin
Learning Certifiably Optimal Rule Lists. KDD (2017)
Hongyu Yang, Cynthia Rudin, Margo I. Seltzer
Scalable Bayesian Rule Lists. ICML (2017)
Virendra J. Marathe, Margo I. Seltzer, Steve Byan, Tim Harris
Persistent Memcached: Bringing Legacy Code to Byte-Addressable Persistent Memory. HotStorage (2017)
Thomas F. J.-M. Pasquier, Xueyuan Han, Mark Goldstein, Thomas Moyer, David M. Eyers, Margo I. Seltzer, Jean Bacon
Practical Whole-System Provenance Capture. CoRR (2017)
Xueyuan Han, Thomas F. J.-M. Pasquier, Tanvi Ranjan, Mark Goldstein, Margo I. Seltzer
FRAPpuccino: Fault-detection through Runtime Analysis of Provenance. HotCloud (2017)
Margo I. Seltzer
Flipping Out in Computer Science. login Usenix Mag. 42 (3) (2017)
Elaine Angelino, Nicholas Larus-Stone, Daniel Alabi, Margo I. Seltzer, Cynthia Rudin
Learning Certifiably Optimal Rule Lists for Categorical Data. CoRR (2017)
Xueyuan Han, Thomas F. J.-M. Pasquier, Tanvi Ranjan, Mark Goldstein, Margo I. Seltzer
FRAPpuccino: Fault-detection through Runtime Analysis of Provenance. CoRR (2017)
Jacob Whitehill, Margo I. Seltzer
A Crowdsourcing Approach to Collecting Tutorial Videos - Toward Personalized Learning-at-Scale. L@S (2017)
Elaine Angelino, Nicholas Larus-Stone, Daniel Alabi, Margo I. Seltzer, Cynthia Rudin
Learning Certifiably Optimal Rule Lists for Categorical Data. J. Mach. Learn. Res. 18 (2017)
Jacob Whitehill, Margo I. Seltzer
A Crowdsourcing Approach to Collecting 399 Tutorial Videos on Logarithms. CoRR (2016)
Hongyu Yang, Cynthia Rudin, Margo I. Seltzer
Scalable Bayesian Rule Lists. CoRR (2016)
Nikilesh Balakrishnan, Thomas Bytheway, Lucian Carata, Oliver R. A. Chick, James Snee, Sherif Akoush, Ripduman Sohan, Margo I. Seltzer, Andy Hopper
Recent Advances in Computer Architecture: The Opportunities and Challenges for Provenance. TaPP (2015)
Peter Macko, Virendra J. Marathe, Daniel W. Margo, Margo I. Seltzer
LLAMA: Efficient graph analytics using Large Multiversioned Arrays. ICDE (2015)
Schuyler Eldridge, Amos Waterland, Margo I. Seltzer, Jonathan Appavoo, Ajay Joshi
Towards General-Purpose Neural Network Computing. PACT (2015)

Margo I. Seltzer.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Margo I. Seltzer