Siddhartha Sen

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 53

Top Topics

Machine Learning Systems

Video Streaming

Top Venues

Publications

A. Feder Cooper, Katherine Lee, Madiha Zahrah Choksi, Solon Barocas, Christopher De Sa, James Grimmelmann, Jon M. Kleinberg, Siddhartha Sen, Baobao Zhang
Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification. AAAI (2024)
Karim Hamade, Reid McIlroy-Young, Siddhartha Sen, Jon M. Kleinberg, Ashton Anderson
Designing Skill-Compatible AI: Methodologies and Frameworks in Chess. CoRR (2024)
Karim Hamade, Reid McIlroy-Young, Siddhartha Sen, Jon M. Kleinberg, Ashton Anderson
Designing Skill-Compatible AI: Methodologies and Frameworks in Chess. ICLR (2024)
Sultan Mahmud Sajal, Timothy Zhu, Bhuvan Urgaonkar, Siddhartha Sen
TraceUpscaler: Upscaling Traces to Evaluate Systems at High Load. EuroSys (2024)
Haonan Lu, Shuai Mu, Siddhartha Sen, Wyatt Lloyd
NCC: Natural Concurrency Control for Strictly Serializable Datastores by Avoiding the Timestamp-Inversion Pitfall. OSDI (2023)
Lukas Schäfer, Logan Jones, Anssi Kanervisto, Yuhan Cao, Tabish Rashid, Raluca Georgescu, David Bignell, Siddhartha Sen, Andrea Treviño Gavito, Sam Devlin
Visual Encoders for Data-Efficient Imitation Learning in Modern Video Games. CoRR (2023)
Caroline Lemieux, Jeevana Priya Inala, Shuvendu K. Lahiri, Siddhartha Sen
CodaMosa: Escaping Coverage Plateaus in Test Generation with Pre-trained Large Language Models. ICSE (2023)
A. Feder Cooper, Solon Barocas, Christopher De Sa, Siddhartha Sen
Variance, Self-Consistency, and Arbitrariness in Fair Classification. CoRR (2023)
Haonan Lu, Shuai Mu, Siddhartha Sen, Wyatt Lloyd
NCC: Natural Concurrency Control for Strictly Serializable Datastores by Avoiding the Timestamp-Inversion Pitfall. CoRR (2023)
Jinkun Lin, Anqi Zhang, Mathias Lécuyer, Jinyang Li, Aurojit Panda, Siddhartha Sen
Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments. CoRR (2022)
Reid McIlroy-Young, Russell Wang, Siddhartha Sen, Jon M. Kleinberg, Ashton Anderson
Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess. CoRR (2022)
Weihai Shen, Ansh Khanna, Sebastian Angel, Siddhartha Sen, Shuai Mu
Rolis: a software approach to efficiently replicating multi-core transactions. EuroSys (2022)
Jinkun Lin, Anqi Zhang, Mathias Lécuyer, Jinyang Li, Aurojit Panda, Siddhartha Sen
Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments. ICML (2022)
Reid McIlroy-Young, Jon M. Kleinberg, Siddhartha Sen, Solon Barocas, Ashton Anderson
Mimetic Models: Ethical Implications of AI that Acts Like You. AIES (2022)
Reid McIlroy-Young, Jon M. Kleinberg, Siddhartha Sen, Solon Barocas, Ashton Anderson
Mimetic Models: Ethical Implications of AI that Acts Like You. CoRR (2022)
Reid McIlroy-Young, Russell Wang, Siddhartha Sen, Jon M. Kleinberg, Ashton Anderson
Learning Models of Individual Behavior in Chess. KDD (2022)
Mathias Lécuyer, Sang Hoon Kim, Mihir Nanavati, Junchen Jiang, Siddhartha Sen, Amit Sharma, Aleksandrs Slivkins
Sayer: Using Implicit Feedback to Optimize System Policies. CoRR (2021)
Xu Zhang, Yiyang Ou, Siddhartha Sen, Junchen Jiang
SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity. NSDI (2021)
Reid McIlroy-Young, Yu Wang, Siddhartha Sen, Jon M. Kleinberg, Ashton Anderson
Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess. NeurIPS (2021)
Sultan Mahmud Sajal, Rubaba Hasan, Timothy Zhu, Bhuvan Urgaonkar, Siddhartha Sen
TraceSplitter: a new paradigm for downscaling traces. EuroSys (2021)
Yawen Wang, Kapil Arya, Marios Kogias, Manohar Vanga, Aditya Bhandari, Neeraja J. Yadwadkar, Siddhartha Sen, Sameh Elnikety, Christos Kozyrakis, Ricardo Bianchini
SmartHarvest: harvesting idle CPUs safely and efficiently in the cloud. EuroSys (2021)
Mathias Lécuyer, Sang Hoon Kim, Mihir Nanavati, Junchen Jiang, Siddhartha Sen, Aleksandrs Slivkins, Amit Sharma
Sayer: Using Implicit Feedback to Optimize System Policies. SoCC (2021)
Khiem Ngo, Siddhartha Sen, Wyatt Lloyd
Tolerating Slowdowns in Replicated State Machines using Copilots. OSDI (2020)
Jake M. Hofman, Daniel G. Goldstein, Siddhartha Sen, Forough Poursabzi-Sangdeh
Expanding the Scope of Reproducibility Research Through Data Analysis Replications. WWW (Companion Volume) (2020)
Sebastian Angel, Mihir Nanavati, Siddhartha Sen
Disaggregation and the Application. HotCloud (2020)
Junchen Jiang, Siddhartha Sen
A New Abstraction for Internet QoE Optimization. CoRR (2020)
Haonan Lu, Siddhartha Sen, Wyatt Lloyd
Performance-Optimal Read-Only Transactions. OSDI (2020)
Reid McIlroy-Young, Russell Wang, Siddhartha Sen, Jon M. Kleinberg, Ashton Anderson
Learning Personalized Models of Human Behavior in Chess. CoRR (2020)
Reid McIlroy-Young, Siddhartha Sen, Jon M. Kleinberg, Ashton Anderson
Aligning Superhuman AI and Human Behavior: Chess as a Model System. CoRR (2020)
Xu Zhang, Yiyang Ou, Siddhartha Sen, Junchen Jiang
SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity. CoRR (2020)
Reid McIlroy-Young, Siddhartha Sen, Jon M. Kleinberg, Ashton Anderson
Aligning Superhuman AI with Human Behavior: Chess as a Model System. KDD (2020)
Sebastian Angel, Mihir Nanavati, Siddhartha Sen
Disaggregation and the Application. CoRR (2019)
Xu Zhang, Siddhartha Sen, Daniar Kurniawan, Haryadi S. Gunawi, Junchen Jiang
E2E: embracing user heterogeneity to improve quality of experience on the web. SIGCOMM (2019)
Matvey Arye, Siddhartha Sen, Michael J. Freedman
Poor Video Streaming Performance Explained (and Fixed). CoRR (2019)
Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Eric Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros G. Dimakis, Pradeep Dubey, Charles Elkan, Grigori Fursin, Gregory R. Ganger, Lise Getoor, Phillip B. Gibbons, Garth A. Gibson, Joseph E. Gonzalez, Justin Gottschlich, Song Han, Kim M. Hazelwood, Furong Huang, Martin Jaggi, Kevin G. Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konecný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Gordon Murray, Dimitris S. Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan R. Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric P. Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar
SysML: The New Frontier of Machine Learning Systems. CoRR (2019)
Siddhartha Sen
How to Make Decisions (Optimally) (Keynote). OPODIS (2018)
Daniel S. Berger, Benjamin Berg, Timothy Zhu, Siddhartha Sen, Mor Harchol-Balter
RobinHood: Tail Latency Aware Caching - Dynamic Reallocation from Cache-Rich to Cache-Poor. OSDI (2018)
Junchen Jiang, Ganesh Ananthanarayanan, Peter Bodík, Siddhartha Sen, Ion Stoica
Chameleon: scalable adaptation of video analytics. SIGCOMM (2018)
Mathias Lécuyer, Riley Spahn, Roxana Geambasu, Tzu-Kuo Huang, Siddhartha Sen
Enhancing Selectivity in Big Data. IEEE Secur. Priv. 16 (1) (2018)
Joshua Lockerman, Jose M. Faleiro, Juno Kim, Soham Sankaran, Daniel J. Abadi, James Aspnes, Siddhartha Sen, Mahesh Balakrishnan
The FuzzyLog: A Partially Ordered Shared Log. OSDI (2018)
Justin Wang, Benjamin Berg, Daniel S. Berger, Siddhartha Sen
Maximizing Page-Level Cache Hit Ratios in LargeWeb Services. SIGMETRICS Perform. Evaluation Rev. 46 (2) (2018)
Irina Calciu, Siddhartha Sen, Mahesh Balakrishnan, Marcos K. Aguilera
How to implement any concurrent data structure. Commun. ACM 61 (12) (2018)
Mathias Lécuyer, Riley Spahn, Roxana Geambasu, Tzu-Kuo Huang, Siddhartha Sen
Pyramid: Enhancing Selectivity in Big Data Protection with Count Featurization. IEEE Symposium on Security and Privacy (2017)
Irina Calciu, Siddhartha Sen, Mahesh Balakrishnan, Marcos K. Aguilera
Black-box Concurrent Data Structures for NUMA Architectures. ASPLOS (2017)
Mathias Lécuyer, Joshua Lockerman, Lamont Nelson, Siddhartha Sen, Amit Sharma, Aleksandrs Slivkins
Harvesting Randomness to Optimize Distributed Systems. HotNets (2017)
Mathias Lécuyer, Riley Spahn, Roxana Geambasu, Tzu-Kuo Huang, Siddhartha Sen
Pyramid: Enhancing Selectivity in Big Data Protection with Count Featurization. CoRR (2017)
Omar Alonso, Vasileios Kandylas, Serge-Eric Tremblay, Jake M. Hofman, Siddhartha Sen
What's Happening and What Happened: Searching the Social Web. WebSci (2017)
Irina Calciu, Siddhartha Sen, Mahesh Balakrishnan, Marcos K. Aguilera
Brief Announcement: Black-Box Concurrent Data Structures for NUMA Architectures. DISC (2017)
Aaron Blankstein, Siddhartha Sen, Michael J. Freedman
Hyperbolic Caching: Flexible Caching for Web Applications. USENIX Annual Technical Conference (2017)
Irina Calciu, Siddhartha Sen, Mahesh Balakrishnan, Marcos K. Aguilera
How to implement any concurrent data structure for modern servers. ACM SIGOPS Oper. Syst. Rev. 51 (1) (2017)
Alekh Agarwal, Sarah Bird, Markus Cozowicz, Luong Hoang, John Langford, Stephen Lee, Jiaji Li, Dan Melamed, Gal Oshri, Oswaldo Ribas, Siddhartha Sen, Alex Slivkins
A Multiworld Testing Decision Service. CoRR (2016)
Christopher Mitchell, Kate Montgomery, Lamont Nelson, Siddhartha Sen, Jinyang Li
Balancing CPU and Network in the Cell Distributed B-Tree Store. USENIX Annual Technical Conference (2016)
Siddhartha Sen, Robert E. Tarjan, David Hong Kyun Kim
Deletion Without Rebalancing in Binary Search Trees. ACM Trans. Algorithms 12 (4) (2016)
Bernhard Haeupler, Siddhartha Sen, Robert Endre Tarjan
Rank-Balanced Trees. ACM Trans. Algorithms 11 (4) (2015)
Daniel H. Larkin, Siddhartha Sen, Robert Endre Tarjan
A Back-to-Basics Empirical Study of Priority Queues. ALENEX (2014)
Daniel H. Larkin, Siddhartha Sen, Robert Endre Tarjan
A Back-to-Basics Empirical Study of Priority Queues. CoRR (2014)
Siddhartha Sen, Robert Endre Tarjan
Deletion without rebalancing in multiway search trees. ACM Trans. Database Syst. 39 (1) (2014)
Ariel Rabkin, Matvey Arye, Siddhartha Sen, Vivek S. Pai, Michael J. Freedman
Aggregation and Degradation in JetStream: Streaming Analytics in the Wide Area. NSDI (2014)
Ariel Rabkin, Matvey Arye, Siddhartha Sen, Vivek S. Pai, Michael J. Freedman
Making Every Bit Count in Wide-Area Analytics. HotOS (2013)
Siddhartha Sen, David Shue, Sunghwan Ihm, Michael J. Freedman
Scalable, optimal flow routing in datacenters via local link balancing. CoNEXT (2013)
Siddhartha Sen, Michael J. Freedman
Commensal cuckoo: secure group partitioning for large-scale services. ACM SIGOPS Oper. Syst. Rev. 46 (1) (2012)
Siddhartha Sen
Review of PODC 2012. SIGACT News 43 (4) (2012)
Siddhartha Sen, Jacob R. Lorch, Richard Hughes, Carlos Garcia Jurado Suarez, Brian Zill, Weverton Cordeiro, Jitendra Padhye
Don't Lose Sleep Over Availability: The GreenUp Decentralized Wakeup Service. NSDI (2012)
Bernhard Haeupler, Telikepalli Kavitha, Rogers Mathew, Siddhartha Sen, Robert Endre Tarjan
Incremental Cycle Detection, Topological Ordering, and Strong Component Maintenance. ACM Trans. Algorithms 8 (1) (2012)
Alexander Jaffe, Thomas Moscibroda, Siddhartha Sen
On the price of equivocation in byzantine agreement. PODC (2012)
Bernhard Haeupler, Telikepalli Kavitha, Rogers Mathew, Siddhartha Sen, Robert Endre Tarjan
Incremental Cycle Detection, Topological Ordering, and Strong Component Maintenance CoRR (2011)
Siddhartha Sen, Sunghwan Ihm, Kay Ousterhout, Michael J. Freedman
Brief Announcement: Bridging the Theory-Practice Gap in Multi-commodity Flow Routing. DISC (2011)
Bernhard Haeupler, Siddhartha Sen, Robert Endre Tarjan
Rank-Pairing Heaps. SIAM J. Comput. 40 (6) (2011)
Siddhartha Sen, Wyatt Lloyd, Michael J. Freedman
Prophecy: Using History for High-Throughput Fault Tolerance. NSDI (2010)
Siddhartha Sen, Robert Endre Tarjan
Deletion Without Rebalancing in Balanced Binary Trees. SODA (2010)
Bernhard Haeupler, Siddhartha Sen, Robert Endre Tarjan
Rank-Balanced Trees. WADS (2009)
Dahlia Malkhi, Siddhartha Sen, Kunal Talwar, Renato Fonseca F. Werneck, Udi Wieder
Virtual Ring Routing Trends. DISC (2009)
Siddhartha Sen, Robert Endre Tarjan
Deletion without Rebalancing in Multiway Search Trees. ISAAC (2009)
Bernhard Haeupler, Siddhartha Sen, Robert Endre Tarjan
Heaps Simplified CoRR (2009)
Bernhard Haeupler, Siddhartha Sen, Robert Endre Tarjan
Rank-Pairing Heaps. ESA (2009)
Bernhard Haeupler, Siddhartha Sen, Robert Endre Tarjan
Incremental Topological Ordering and Strong Component Maintenance CoRR (2008)
Bernhard Haeupler, Telikepalli Kavitha, Rogers Mathew, Siddhartha Sen, Robert Endre Tarjan
Faster Algorithms for Incremental Topological Ordering. ICALP (1) (2008)