Karan Goel

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 37

Top Topics

Multidimensional Signals

Temporal Structure

Top Venues

Publications

Sabri Eyuboglu, Karan Goel, Arjun D. Desai, Lingjiao Chen, Mathew Monfort, Christopher Ré, James Zou
Model ChangeLists: Characterizing Updates to ML Models. FAccT (2024)
Michael Zhang, Khaled Kamal Saab, Michael Poli, Tri Dao, Karan Goel, Christopher Ré
Effectively Modeling Time Series with Simple Discrete State Spaces. CoRR (2023)
Michael Zhang, Khaled Kamal Saab, Michael Poli, Tri Dao, Karan Goel, Christopher Ré
Effectively Modeling Time Series with Simple Discrete State Spaces. ICLR (2023)
Albert Gu, Karan Goel, Christopher Ré
Efficiently Modeling Long Sequences with Structured State Spaces. ICLR (2022)
Karan Goel, Albert Gu, Chris Donahue, Christopher Ré
It's Raw! Audio Generation with State-Space Models. ICML (2022)
Eric Nguyen, Karan Goel, Albert Gu, Gordon W. Downs, Preey Shah, Tri Dao, Stephen A. Baccus, Christopher Ré
S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces. CoRR (2022)
Laurel J. Orr, Karan Goel, Christopher Ré
Data Management Opportunities for Foundation Models. CIDR (2022)
Karan Goel, Albert Gu, Chris Donahue, Christopher Ré
It's Raw! Audio Generation with State-Space Models. CoRR (2022)
Eric Nguyen, Karan Goel, Albert Gu, Gordon W. Downs, Preey Shah, Tri Dao, Stephen Baccus, Christopher Ré
S4ND: Modeling Images and Videos as Multidimensional Signals with State Spaces. NeurIPS (2022)
Albert Gu, Karan Goel, Ankit Gupta, Christopher Ré
On the Parameterization and Initialization of Diagonal State Space Models. NeurIPS (2022)
Albert Gu, Ankit Gupta, Karan Goel, Christopher Ré
On the Parameterization and Initialization of Diagonal State Space Models. CoRR (2022)
Mayee F. Chen, Karan Goel, Nimit Sharad Sohoni, Fait Poms, Kayvon Fatahalian, Christopher Ré
Mandoline: Model Evaluation under Distribution Shift. ICML (2021)
Jesse Vig, Wojciech Kryscinski, Karan Goel, Nazneen Rajani
SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization. ACL (demo) (2021)
Jesse Vig, Wojciech Kryscinski, Karan Goel, Nazneen Fatema Rajani
SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization. CoRR (2021)
Mayee F. Chen, Karan Goel, Nimit Sharad Sohoni, Fait Poms, Kayvon Fatahalian, Christopher Ré
Mandoline: Model Evaluation under Distribution Shift. CoRR (2021)
Karan Goel, Laurel J. Orr, Nazneen Fatema Rajani, Jesse Vig, Christopher Ré
Goodwill Hunting: Analyzing and Repurposing Off-the-Shelf Named Entity Linking Systems. NAACL-HLT (Industry Papers) (2021)
Karan Goel, Nazneen Fatema Rajani, Jesse Vig, Zachary Taschdjian, Mohit Bansal, Christopher Ré
Robustness Gym: Unifying the NLP Evaluation Landscape. NAACL-HLT (Demonstrations) (2021)
Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri S. Chatterji, Annie S. Chen, Kathleen Creel, Jared Quincy Davis, Dorottya Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah D. Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Koh, Mark S. Krass, Ranjay Krishna, Rohith Kuditipudi, et al.
On the Opportunities and Risks of Foundation Models. CoRR (2021)
Albert Gu, Karan Goel, Christopher Ré
Efficiently Modeling Long Sequences with Structured State Spaces. CoRR (2021)
Albert Gu, Isys Johnson, Karan Goel, Khaled Saab, Tri Dao, Atri Rudra, Christopher Ré
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers. NeurIPS (2021)
Avanika Narayan, Piero Molino, Karan Goel, Willie Neiswanger, Christopher Ré
Personalized Benchmarking with the Ludwig Benchmarking Toolkit. CoRR (2021)
Laurel J. Orr, Atindriyo Sanyal, Xiao Ling, Karan Goel, Megan Leszczynski
Managing ML Pipelines: Feature Stores and the Coming Wave of Embedding Ecosystems. CoRR (2021)
Laurel J. Orr, Atindriyo Sanyal, Xiao Ling, Karan Goel, Megan Leszczynski
Managing ML Pipelines: Feature Stores and the Coming Wave of Embedding Ecosystems. Proc. VLDB Endow. 14 (12) (2021)
Karan Goel, Albert Gu, Yixuan Li, Christopher Ré
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation. ICLR (2021)
Avanika Narayan, Piero Molino, Karan Goel, Willie Neiswanger, Christopher Ré
Personalized Benchmarking with the Ludwig Benchmarking Toolkit. NeurIPS Datasets and Benchmarks (2021)
Albert Gu, Isys Johnson, Karan Goel, Khaled Saab, Tri Dao, Atri Rudra, Christopher Ré
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers. CoRR (2021)
Karan Goel, Nazneen Fatema Rajani, Jesse Vig, Samson Tan, Jason Wu, Stephan Zheng, Caiming Xiong, Mohit Bansal, Christopher Ré
Robustness Gym: Unifying the NLP Evaluation Landscape. CoRR (2021)
Karan Goel, Albert Gu, Yixuan Li, Christopher Ré
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation. CoRR (2020)
Tong Mu, Karan Goel, Emma Brunskill
PLOTS: Procedure Learning from Observations using Subtask Structure. CoRR (2019)
Karan Goel, Emma Brunskill
Learning Procedural Abstractions and Evaluating Discrete Latent Temporal Structure. ICLR (Poster) (2019)
Tong Mu, Karan Goel, Emma Brunskill
PLOTS: Procedure Learning from Observations using subTask Structure. AAMAS (2019)
Sharon Zhou, Tong Mu, Karan Goel, Michael S. Bernstein, Emma Brunskill
Shared Autonomy for an Interactive AI System. UIST (Adjunct Volume) (2018)
Karan Goel, Christoph Dann, Emma Brunskill
Sample Efficient Policy Search for Optimal Stopping Domains. CoRR (2017)
Karan Goel, Shreya Rajpal, Mausam
Octopus: A Framework for Cost-Quality-Time Optimization in Crowdsourcing. HCOMP (2017)
Karan Goel, Shreya Rajpal, Mausam
Octopus: A Framework for Cost-Quality-Time Optimization in Crowdsourcing. CoRR (2017)
Karan Goel, Christoph Dann, Emma Brunskill
Sample Efficient Policy Search for Optimal Stopping Domains. IJCAI (2017)
Ayush Jain, Joon Young Seo, Karan Goel, Andrew Kuznetsov, Aditya G. Parameswaran, Hari Sundaram
It's just a matter of perspective(s): Crowd-Powered Consensus Organization of Corpora. CoRR (2016)