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Forough Arabshahi
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2020 – today
- 2023
- [c9]Shantanu Ghosh, Ke Yu, Forough Arabshahi, Kayhan Batmanghelich:
Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat. ICML 2023: 11360-11397 - [c8]Sumedha Singla, Nihal Murali, Forough Arabshahi, Sofia Triantafyllou, Kayhan Batmanghelich
:
Augmentation by Counterfactual Explanation -Fixing an Overconfident Classifier. WACV 2023: 4709-4719 - [i11]Shantanu Ghosh, Ke Yu, Forough Arabshahi, Kayhan Batmanghelich:
Route, Interpret, Repeat: Blurring the Line Between Post hoc Explainability and Interpretable Models. CoRR abs/2302.10289 (2023) - [i10]Shantanu Ghosh, Ke Yu, Forough Arabshahi, Kayhan Batmanghelich:
Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat. CoRR abs/2307.05350 (2023) - 2022
- [i9]Sumedha Singla, Nihal Murali, Forough Arabshahi, Sofia Triantafyllou, Kayhan Batmanghelich:
Augmentation by Counterfactual Explanation - Fixing an Overconfident Classifier. CoRR abs/2210.12196 (2022) - 2021
- [c7]Forough Arabshahi, Jennifer Lee, Mikayla Gawarecki, Kathryn Mazaitis, Amos Azaria, Tom M. Mitchell:
Conversational Neuro-Symbolic Commonsense Reasoning. AAAI 2021: 4902-4911 - [c6]Forough Arabshahi, Jennifer Lee, Antoine Bosselut
, Yejin Choi, Tom M. Mitchell:
Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules. EMNLP (1) 2021: 7404-7418 - [i8]Forough Arabshahi, Jennifer Lee, Antoine Bosselut, Yejin Choi, Tom M. Mitchell:
Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules. CoRR abs/2109.08544 (2021) - [i7]Pooja Sethi, Denis Savenkov, Forough Arabshahi, Jack Goetz, Micaela Tolliver, Nicolas Scheffer, Ilknur Kabul, Yue Liu, Ahmed Aly:
AutoNLU: Detecting, root-causing, and fixing NLU model errors. CoRR abs/2110.06384 (2021) - 2020
- [i6]Forough Arabshahi, Jennifer Lee, Mikayla Gawarecki, Kathryn Mazaitis, Amos Azaria, Tom M. Mitchell:
Conversational Neuro-Symbolic Commonsense Reasoning. CoRR abs/2006.10022 (2020)
2010 – 2019
- 2019
- [c5]Zhichu Lu, Forough Arabshahi, Igor Labutov, Tom M. Mitchell:
Look-up and Adapt: A One-shot Semantic Parser. EMNLP/IJCNLP (1) 2019: 1129-1139 - [i5]Zhichu Lu, Forough Arabshahi, Igor Labutov, Tom M. Mitchell:
Look-up and Adapt: A One-shot Semantic Parser. CoRR abs/1910.12197 (2019) - [i4]Forough Arabshahi, Zhichu Lu, Sameer Singh, Animashree Anandkumar:
Memory Augmented Recursive Neural Networks. CoRR abs/1911.01545 (2019) - 2018
- [b1]Forough Arabshahi:
Learning Latent Hierarchical Structures via Probabilistic Models and Deep Learning. University of California, Irvine, USA, 2018 - [c4]Forough Arabshahi, Sameer Singh, Animashree Anandkumar:
Combining Symbolic Expressions and Black-box Function Evaluations in Neural Programs. ICLR (Poster) 2018 - [i3]Forough Arabshahi, Sameer Singh, Animashree Anandkumar:
Combining Symbolic and Function Evaluation Expressions In Neural Programs. CoRR abs/1801.04342 (2018) - 2017
- [c3]Forough Arabshahi, Anima Anandkumar:
Spectral Methods for Correlated Topic Models. AISTATS 2017: 1439-1447 - 2016
- [i2]Forough Arabshahi, Animashree Anandkumar:
Beyond LDA: A Unified Framework for Learning Latent Normalized Infinitely Divisible Topic Models through Spectral Methods. CoRR abs/1605.09080 (2016) - 2015
- [c2]Forough Arabshahi, Furong Huang, Animashree Anandkumar, Carter T. Butts, Sean M. Fitzhugh:
Are You Going to the Party: Depends, Who Else is Coming?: [Learning Hidden Group Dynamics via Conditional Latent Tree Models]. ICDM 2015: 697-702 - 2014
- [i1]Forough Arabshahi, Furong Huang, Animashree Anandkumar, Carter T. Butts:
Modeling Dynamic Social Interactions via Conditional Latent Tree Models. CoRR abs/1411.1132 (2014) - 2013
- [c1]Forough Arabshahi, Sadaf Monajemi, Hamid Sheikhzadeh, Kaamran Raahemifar, Reza Faraji-Dana
:
A frequency domain MVDR beamformer for UWB microwave breast cancer imaging in dispersive mediums. ISSPIT 2013: 362-367
Coauthor Index
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