Carlos Guestrin
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
82
Venues
28
Active years
1998–2025
Best venue rank
A*
Where they publish
- A*ICML17 papers
- A*KDD12 papers
- AUAI8 papers
- A*IJCAI7 papers
- A*AAAI5 papers
- A*ACL3 papers
- A*OSDI3 papers
- ACIDR2 papers
- ANAACL2 papers
- AAISTATS2 papers
- A*WWW2 papers
- UnrankedSENSYS2 papers
- CECCB2 papers
- A*ICLR1 paper
- A*SP1 paper
- A*CHI1 paper
- A*MOBICOM1 paper
- A*CVPR1 paper
- NationalFCCM1 paper
- ACIKM1 paper
- A*INFOCOM1 paper
- A*UIST1 paper
- A*ICDE1 paper
- A*VLDB1 paper
- BRECOMB1 paper
- CWAFR1 paper
- AIROS1 paper
- BKES1 paper
Papers
82 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CIDR | Text2SQL is Not Enough: Unifying AI and Databases with TAG. | Asim Biswal, Siddharth Jha, Carlos Guestrin, Matei Zaharia, Joseph E. Gonzalez, Amog Kamsetty, Shu Liu, Liana Patel |
| 2025 | ICLR | Model Equality Testing: Which Model is this API Serving? | Irena Gao, Percy Liang, Carlos Guestrin |
| 2025 | ICML | Learning to (Learn at Test Time): RNNs with Expressive Hidden States. | Yu Sun, Xinhao Li, Karan Dalal, Jiarui Xu, Arjun Vikram, Genghan Zhang, Yann Dubois, Xinlei Chen, Xiaolong Wang, Sanmi Koyejo, Tatsunori Hashimoto, Carlos Guestrin |
| 2025 | NAACL | Benchmarking Distributional Alignment of Large Language Models. | Nicole Meister, Carlos Guestrin, Tatsunori Hashimoto |
| 2024 | SP | Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks. | Daniel Kang, Xuechen Li, Ion Stoica, Carlos Guestrin, Matei Zaharia, Tatsunori Hashimoto |
| 2021 | ICML | Learning Neural Network Subspaces. | Mitchell Wortsman, Maxwell Horton, Carlos Guestrin, Ali Farhadi, Mohammad Rastegari |
| 2021 | IJCAI | Beyond Accuracy: Behavioral Testing of NLP Models with Checklist (Extended Abstract). | Marco Tlio Ribeiro, Tongshuang Wu, Carlos Guestrin, Sameer Singh |
| 2020 | ACL | Beyond Accuracy: Behavioral Testing of NLP Models with CheckList. | Marco Tlio Ribeiro, Tongshuang Wu, Carlos Guestrin, Sameer Singh |
| 2020 | ICML | AdaScale SGD: A User-Friendly Algorithm for Distributed Training. | Tyler B. Johnson, Pulkit Agrawal, Haijie Gu, Carlos Guestrin |
| 2019 | ACL | Are Red Roses Red? Evaluating Consistency of Question-Answering Models. | Marco Tlio Ribeiro, Carlos Guestrin, Sameer Singh |
| 2019 | CHI | App Usage Predicts Cognitive Ability in Older Adults. | Mitchell L. Gordon, Leon A. Gatys, Carlos Guestrin, Jeffrey P. Bigham, Andrew Trister, Kayur Patel |
| 2019 | ICML | Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment. | Chen Huang, Shuangfei Zhai, Walter Talbott, Miguel ngel Bautista, Shih-Yu Sun, Carlos Guestrin, Joshua M. Susskind |
| 2019 | KDD | 4 Perspectives in Human-Centered Machine Learning. | Carlos Guestrin |
| 2019 | KDD | Raise to Speak: An Accurate, Low-power Detector for Activating Voice Assistants on Smartwatches. | Shiwen Zhao, Brandt Westing, Shawn Scully, Heri Nieto, Roman Holenstein, Minwoo Jeong, Krishna Sridhar, Brandon Newendorp, Mike Bastian, Sethu Raman, Tim Paek, Kevin Lynch, Carlos Guestrin |
| 2019 | MOBICOM | 4 Systems Perspectives into Human-Centered Machine Learning. | Carlos Guestrin |
| 2018 | AAAI | Anchors: High-Precision Model-Agnostic Explanations. | Marco Tlio Ribeiro, Sameer Singh, Carlos Guestrin |
| 2018 | ACL | Semantically Equivalent Adversarial Rules for Debugging NLP models. | Marco Tlio Ribeiro, Sameer Singh, Carlos Guestrin |
| 2018 | OSDI | TVM: An Automated End-to-End Optimizing Compiler for Deep Learning. | Tianqi Chen, Thierry Moreau, Ziheng Jiang, Lianmin Zheng, Eddie Q. Yan, Haichen Shen, Meghan Cowan, Leyuan Wang, Yuwei Hu, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy |
| 2017 | AISTATS | Scaling Submodular Maximization via Pruned Submodularity Graphs. | Tianyi Zhou, Hua Ouyang, Jeff A. Bilmes, Yi Chang, Carlos Guestrin |
| 2017 | ICML | StingyCD: Safely Avoiding Wasteful Updates in Coordinate Descent. | Tyler B. Johnson, Carlos Guestrin |
| 2016 | KDD | XGBoost: A Scalable Tree Boosting System. | Tianqi Chen, Carlos Guestrin |
| 2016 | KDD | "Why Should I Trust You?": Explaining the Predictions of Any Classifier. | Marco Tlio Ribeiro, Sameer Singh, Carlos Guestrin |
| 2016 | NAACL | "Why Should I Trust You?": Explaining the Predictions of Any Classifier. | Marco Tlio Ribeiro, Sameer Singh, Carlos Guestrin |
| 2015 | AISTATS | Efficient Second-Order Gradient Boosting for Conditional Random Fields. | Tianqi Chen, Sameer Singh, Ben Taskar, Carlos Guestrin |
| 2015 | ICML | Blitz: A Principled Meta-Algorithm for Scaling Sparse Optimization. | Tyler B. Johnson, Carlos Guestrin |
| 2014 | CVPR | Learning Everything about Anything: Webly-Supervised Visual Concept Learning. | Santosh Kumar Divvala, Ali Farhadi, Carlos Guestrin |
| 2014 | FCCM | GraphGen: An FPGA Framework for Vertex-Centric Graph Computation. | Eriko Nurvitadhi, Gabriel Weisz, Yu Wang, Skand Hurkat, Marie Nguyen, James C. Hoe, Jos F. Martnez, Carlos Guestrin |
| 2014 | ICML | Stochastic Gradient Hamiltonian Monte Carlo. | Tianqi Chen, Emily B. Fox, Carlos Guestrin |
| 2014 | KDD | Reducing Data Loading Bottleneck with Coarse Feature Vectors for Large Scale Learning. | Shingo Takamatsu, Carlos Guestrin |
| 2014 | WWW | Personalized collaborative clustering. | Yisong Yue, Chong Wang, Khalid El-Arini, Carlos Guestrin |
| 2013 | CIKM | Usability in machine learning at scale with graphlab. | Carlos Guestrin |
| 2013 | KDD | Representing documents through their readers. | Khalid El-Arini, Min Xu, Emily B. Fox, Carlos Guestrin |
| 2012 | ICML | Hierarchical Exploration for Accelerating Contextual Bandits. | Yisong Yue, Sue Ann Hong, Carlos Guestrin |
| 2012 | KDD | Metro maps of science. | Dafna Shahaf, Carlos Guestrin, Eric Horvitz |
| 2012 | OSDI | PowerGraph: Distributed Graph-Parallel Computation on Natural Graphs. | Joseph E. Gonzalez, Yucheng Low, Haijie Gu, Danny Bickson, Carlos Guestrin |
| 2012 | OSDI | GraphChi: Large-Scale Graph Computation on Just a PC. | Aapo Kyrola, Guy E. Blelloch, Carlos Guestrin |
| 2012 | WWW | Trains of thought: generating information maps. | Dafna Shahaf, Carlos Guestrin, Eric Horvitz |
| 2011 | ICML | Parallel Coordinate Descent for L1-Regularized Loss Minimization. | Joseph K. Bradley, Aapo Kyrola, Danny Bickson, Carlos Guestrin |
| 2011 | IJCAI | Connecting the Dots between News Articles. | Dafna Shahaf, Carlos Guestrin |
| 2011 | KDD | Beyond keyword search: discovering relevant scientific literature. | Khalid El-Arini, Carlos Guestrin |
| 2011 | UAI | Efficient Probabilistic Inference with Partial Ranking Queries. | Jonathan Huang, Ashish Kapoor, Carlos Guestrin |
| 2010 | ICML | Learning Tree Conditional Random Fields. | Joseph K. Bradley, Carlos Guestrin |
| 2010 | ICML | Learning Hierarchical Riffle Independent Groupings from Rankings. | Jonathan Huang, Carlos Guestrin |
| 2010 | KDD | Connecting the dots between news articles. | Dafna Shahaf, Carlos Guestrin |
| 2010 | UAI | GraphLab: A New Framework For Parallel Machine Learning. | Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein |
| 2009 | KDD | Turning down the noise in the blogosphere. | Khalid El-Arini, Gaurav Veda, Dafna Shahaf, Carlos Guestrin |
| 2009 | KDD | How optimized environmental sensing helps address information overload on the web. | Carlos Guestrin |
| 2009 | UAI | Distributed Parallel Inference on Large Factor Graphs. | Joseph Gonzalez, Yucheng Low, Carlos Guestrin, David R. O'Hallaron |
| 2007 | AAAI | Near-optimal Observation Selection using Submodular Functions. | Andreas Krause, Carlos Guestrin |
| 2007 | AAAI | Nonmyopic Informative Path Planning in Spatio-Temporal Models. | Alexandra Meliou, Andreas Krause, Carlos Guestrin, Joseph M. Hellerstein |
| 2007 | ICML | Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach. | Andreas Krause, Carlos Guestrin |
| 2007 | IJCAI | Efficient Planning of Informative Paths for Multiple Robots. | Amarjeet Singh, Andreas Krause, Carlos Guestrin, William J. Kaiser, Maxim A. Batalin |
| 2007 | INFOCOM | Information Survival Threshold in Sensor and P2P Networks. | Deepayan Chakrabarti, Jure Leskovec, Christos Faloutsos, Samuel Madden, Carlos Guestrin, Michalis Faloutsos |
| 2007 | KDD | Cost-effective outbreak detection in networks. | Jure Leskovec, Andreas Krause, Carlos Guestrin, Christos Faloutsos, Jeanne M. VanBriesen, Natalie S. Glance |
| 2007 | UIST | Robust, low-cost, non-intrusive sensing and recognition of seated postures. | Bilge Mutlu, Andreas Krause, Jodi Forlizzi, Carlos Guestrin, Jessica K. Hodgins |
| 2006 | ICML | Data association for topic intensity tracking. | Andreas Krause, Jure Leskovec, Carlos Guestrin |
| 2005 | CIDR | Using Probabilistic Models for Data Management in Acquisitional Environments. | Amol Deshpande, Carlos Guestrin, Samuel Madden |
| 2005 | ICDE | Exploiting Correlated Attributes in Acquisitional Query Processing. | Amol Deshpande, Carlos Guestrin, Wei Hong, Samuel Madden |
| 2005 | ICML | Near-optimal sensor placements in Gaussian processes. | Carlos Guestrin, Andreas Krause, Ajit Paul Singh |
| 2005 | ICML | Learning structured prediction models: a large margin approach. | Benjamin Taskar, Vassil Chatalbashev, Daphne Koller, Carlos Guestrin |
| 2005 | IJCAI | Optimal Nonmyopic Value of Information in Graphical Models - Efficient Algorithms and Theoretical Limits. | Andreas Krause, Carlos Guestrin |
| 2005 | IJCAI | Concurrent Hierarchical Reinforcement Learning. | Bhaskara Marthi, Stuart Russell, David Latham, Carlos Guestrin |
| 2005 | UAI | Near-optimal Nonmyopic Value of Information in Graphical Models. | Andreas Krause, Carlos Guestrin |
| 2005 | SENSYS | Claytronics: highly scalable communications, sensing, and actuation networks. | Burak Aksak, Preethi Srinivas Bhat, Jason Campbell, Michael DeRosa, Stanislav Funiak, Phillip B. Gibbons, Seth Copen Goldstein, Carlos Guestrin, Ashish Gupta, Casey Helfrich, James F. Hoburg, Brian T. Kirby, James Kuffner, Peter Lee, Todd C. Mowry, Padmanabhan Pillai, Ram Ravichandran, Benjamin D. Rister, Srinivasan Seshan, Metin Sitti, Haifeng Yu |
| 2005 | SENSYS | Intelligent light control using sensor networks. | Vipul Singhvi, Andreas Krause, Carlos Guestrin, James H. Garrett Jr., H. Scott Matthews |
| 2004 | UAI | Solving Factored MDPs with Continuous and Discrete Variables. | Carlos Guestrin, Milos Hauskrecht, Branislav Kveton |
| 2004 | UAI | Robust Probabilistic Inference in Distributed Systems. | Mark A. Paskin, Carlos Guestrin |
| 2004 | VLDB | Model-Driven Data Acquisition in Sensor Networks. | Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong |
| 2003 | IJCAI | Generalizing Plans to New Environments in Relational MDPs. | Carlos Guestrin, Daphne Koller, Chris Gearhart, Neal Kanodia |
| 2002 | AAAI | Context-Specific Multiagent Coordination and Planning with Factored MDPs. | Carlos Guestrin, Shobha Venkataraman, Daphne Koller |
| 2002 | AAAI | Greedy Linear Value-Approximation for Factored Markov Decision Processes. | Relu Patrascu, Pascal Poupart, Dale Schuurmans, Craig Boutilier, Carlos Guestrin |
| 2002 | ECCB | Stochastic roadmap simulation for the study of ligand-protein interactions. | Mehmet Serkan Apaydin, Carlos Guestrin, Chris Varma, Douglas L. Brutlag, Jean-Claude Latombe |
| 2002 | ECCB | Using robotics to fold proteins and dock ligands. | Douglas L. Brutlag, Mehmet Serkan Apaydin, Carlos Guestrin, David Hsu, Chris Varma, Amit Pal Singh, Jean-Claude Latombe |
| 2002 | ICML | Coordinated Reinforcement Learning. | Carlos Guestrin, Michail G. Lagoudakis, Ronald Parr |
| 2002 | ICML | Algorithm-Directed Exploration for Model-Based Reinforcement Learning in Factored MDPs. | Carlos Guestrin, Relu Patrascu, Dale Schuurmans |
| 2002 | RECOMB | Stochastic roadmap simulation: an efficient representation and algorithm for analyzing molecular motion. | Mehmet Serkan Apaydin, Douglas L. Brutlag, Carlos Guestrin, David Hsu, Jean-Claude Latombe |
| 2002 | UAI | Distributed Planning in Hierarchical Factored MDPs. | Carlos Guestrin, Geoffrey J. Gordon |
| 2002 | WAFR | Stochastic Conformational Roadmaps for Computing Ensemble Properties of Molecular Motion. | Mehmet Serkan Apaydin, Douglas L. Brutlag, Carlos Guestrin, David Hsu, Jean-Claude Latombe |
| 2001 | IJCAI | Max-norm Projections for Factored MDPs. | Carlos Guestrin, Daphne Koller, Ronald Parr |
| 2001 | UAI | Robust Combination of Local Controllers. | Carlos Guestrin, Dirk Ormoneit |
| 1998 | IROS | Fast software image stabilization with color registration. | Carlos Guestrin, Fbio Gagliardi Cozman, Eric Krotkov |
| 1998 | KES | Industrial applications of image mosaicing and stabilization. | Carlos Guestrin, Fbio Gagliardi Cozman, Marcelo Godoy Simes |