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Jed Irvine
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2020 – today
- 2022
- [j4]Roli Khanna, Jonathan Dodge, Andrew Anderson, Rupika Dikkala, Jed Irvine, Zeyad Shureih, Kin-Ho Lam, Caleb R. Matthews, Zhengxian Lin, Minsuk Kahng, Alan Fern, Margaret Burnett:
Finding AI's Faults with AAR/AI: An Empirical Study. ACM Trans. Interact. Intell. Syst. 12(1): 1:1-1:33 (2022) - [c11]Kin-Ho Lam, Delyar Tabatabai, Jed Irvine, Donald Bertucci, Anita Ruangrotsakun, Minsuk Kahng, Alan Fern:
Beyond Value: CheckList for Testing Inferences in Planning-Based RL. ICAPS 2022: 606-614 - [i4]Kin-Ho Lam, Delyar Tabatabai, Jed Irvine, Donald Bertucci, Anita Ruangrotsakun, Minsuk Kahng, Alan Fern:
Beyond Value: CHECKLIST for Testing Inferences in Planning-Based RL. CoRR abs/2206.02039 (2022) - 2021
- [j3]Jonathan Dodge, Roli Khanna, Jed Irvine, Kin-Ho Lam, Theresa Mai, Zhengxian Lin, Nicholas Kiddle, Evan Newman, Andrew Anderson
, Sai Raja, Caleb R. Matthews, Christopher Perdriau, Margaret Burnett, Alan Fern:
After-Action Review for AI (AAR/AI). ACM Trans. Interact. Intell. Syst. 11(3-4): 29:1-29:35 (2021) - [c10]Rupika Dikkala, Roli Khanna, Caleb R. Matthews, Jonathan Dodge, Sai Raja, Catherine Hu, Jed Irvine, Zeyad Shureih, Kin-Ho Lam, Andrew Anderson, Minsuk Kahng, Alan Fern, Margaret Burnett:
Doing Remote Controlled Studies with Humans: Tales from the COVID Trenches. CHASE@ICSE 2021: 113-116 - [c9]Delyar Tabatabai, Anita Ruangrotsakun, Jed Irvine, Jonathan Dodge, Zeyad Shureih, Kin-Ho Lam, Margaret Burnett, Alan Fern, Minsuk Kahng:
"Why did my AI agent lose?": Visual Analytics for Scaling Up After-Action Review. IEEE VIS (Short Papers) 2021: 16-20 - [i3]Kin-Ho Lam, Zhengxian Lin, Jed Irvine, Jonathan Dodge, Zeyad T. Shureih, Roli Khanna, Minsuk Kahng, Alan Fern:
Identifying Reasoning Flaws in Planning-Based RL Using Tree Explanations. CoRR abs/2109.13978 (2021) - 2020
- [j2]Andrew Anderson
Mental Models of Mere Mortals with Explanations of Reinforcement Learning. ACM Trans. Interact. Intell. Syst. 10(2): 15:1-15:37 (2020) - [c8]Theresa Mai, Roli Khanna, Jonathan Dodge, Jed Irvine, Kin-Ho Lam, Zhengxian Lin, Nicholas Kiddle, Evan Newman, Sai Raja, Caleb R. Matthews, Christopher Perdriau, Margaret Burnett, Alan Fern:
Keeping it "organized and logical": after-action review for AI (AAR/AI). IUI 2020: 465-476
2010 – 2019
- 2019
- [c7]Andrew Anderson, Jonathan Dodge, Amrita Sadarangani, Zoe Juozapaitis, Evan Newman, Jed Irvine, Souti Chattopadhyay, Alan Fern, Margaret Burnett:
Explaining Reinforcement Learning to Mere Mortals: An Empirical Study. IJCAI 2019: 1328-1334 - [i2]Andrew Anderson, Jonathan Dodge, Amrita Sadarangani, Zoe Juozapaitis, Evan Newman, Jed Irvine, Souti Chattopadhyay, Alan Fern, Margaret Burnett:
Explaining Reinforcement Learning to Mere Mortals: An Empirical Study. CoRR abs/1903.09708 (2019) - 2014
- [j1]Andrew Farnsworth, Daniel Sheldon, Jeffrey Geevarghese, Jed Irvine, Benjamin Van Doren, Kevin F. Webb, Thomas G. Dietterich, Steve Kelling:
Reconstructing Velocities of Migrating Birds from Weather Radar - A Case Study in Computational Sustainability. AI Mag. 35(2): 31-48 (2014) - 2013
- [c6]Daniel Sheldon, Andrew Farnsworth, Jed Irvine, Benjamin Van Doren, Kevin F. Webb, Thomas G. Dietterich, Steve Kelling:
Approximate Bayesian Inference for Reconstructing Velocities of Migrating Birds from Weather Radar. AAAI 2013: 1334-1340 - [c5]Ted E. Senator, Henry G. Goldberg, Alex Memory, William T. Young, Brad Rees, Robert Pierce, Daniel Huang, Matthew Reardon, David A. Bader
Detecting insider threats in a real corporate database of computer usage activity. KDD 2013: 1393-1401 - [c4]Forrest Briggs, Yonghong Huang, Raviv Raich, Konstantinos Eftaxias, Zhong Lei, William Cukierski, Sarah Frey Hadley, Adam Hadley, Matthew Betts
The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment. MLSP 2013: 1-8 - [i1]Forrest Briggs, Xiaoli Z. Fern, Jed Irvine:
Multi-Label Classifier Chains for Bird Sound. CoRR abs/1304.5862 (2013) - 2011
- [c3]Janardhan Rao Doppa, Shahed Sorower, Mohammad NasrEsfahani, John Walker Orr, Thomas G. Dietterich, Xiaoli Z. Fern, Prasad Tadepalli
Learning Rules from Incomplete Examples via Implicit Mention Models. ACML 2011: 197-212
2000 – 2009
- 2009
- [c2]Jianqiang Shen, Jed Irvine, Xinlong Bao, Michael Goodman, Stephen Kolibaba, Anh Tran, Fredric Carl, Brenton Kirschner, Simone Stumpf
Detecting and correcting user activity switches: algorithms and interfaces. IUI 2009: 117-126 - 2006
- [c1]Arwen Twinkle Lettkeman, Simone Stumpf, Jed Irvine, Jonathan L. Herlocker:
Predicting Task-Specific Webpages for Revisiting. AAAI 2006: 1369-1374
Coauthor Index
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