Modeling fine-grained spatio-temporal pollution maps with low-cost sensors
Iyer, Shiva R., Balashankar, Ananth, Aeberhard, William H., Bhattacharyya, Sujoy, Rusconi, Giuditta, Jose, Lejo, Soans, Nita, Sudarshan, Anant, Pande, Rohini, Subramanian, Lakshminarayanan
Published in NPJ climate and atmospheric science (12.10.2022)
Published in NPJ climate and atmospheric science (12.10.2022)
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Journal Article
Predicting food crises using news streams
Balashankar, Ananth, Subramanian, Lakshminarayanan, Fraiberger, Samuel P
Published in Science advances (03.03.2023)
Published in Science advances (03.03.2023)
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Journal Article
Inducing Group Fairness in LLM-Based Decisions
Atwood, James, Lahoti, Preethi, Balashankar, Ananth, Prost, Flavien, Beirami, Ahmad
Year of Publication 24.06.2024
Year of Publication 24.06.2024
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Journal Article
Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment
Wu, Zhaofeng, Balashankar, Ananth, Kim, Yoon, Eisenstein, Jacob, Beirami, Ahmad
Year of Publication 18.04.2024
Year of Publication 18.04.2024
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Journal Article
Fine-grained prediction of food insecurity using news streams
Balashankar, Ananth, Subramanian, Lakshminarayanan, Fraiberger, Samuel P
Year of Publication 17.11.2021
Year of Publication 17.11.2021
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Journal Article
Discovering Hidden Pollution Hotspots Using Sparse Sensor Measurements
Bhardwaj, Ankit, Balashankar, Ananth, Iyer, Shiva, Soans, Nita, Sudarshan, Anant, Pande, Rohini, Subramanian, Lakshminarayanan
Year of Publication 05.10.2024
Year of Publication 05.10.2024
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Journal Article
Automated Adversarial Discovery for Safety Classifiers
Lal, Yash Kumar, Lahoti, Preethi, Sinha, Aradhana, Qin, Yao, Balashankar, Ananth
Year of Publication 24.06.2024
Year of Publication 24.06.2024
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Journal Article
Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning
Balashankar, Ananth, Ma, Xiao, Sinha, Aradhana, Beirami, Ahmad, Qin, Yao, Chen, Jilin, Beutel, Alex
Year of Publication 25.10.2023
Year of Publication 25.10.2023
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Journal Article
Break it, Imitate it, Fix it: Robustness by Generating Human-Like Attacks
Sinha, Aradhana, Balashankar, Ananth, Beirami, Ahmad, Avrahami, Thi, Chen, Jilin, Beutel, Alex
Year of Publication 25.10.2023
Year of Publication 25.10.2023
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Journal Article
Effective Robustness against Natural Distribution Shifts for Models with Different Training Data
Shi, Zhouxing, Carlini, Nicholas, Balashankar, Ananth, Schmidt, Ludwig, Hsieh, Cho-Jui, Beutel, Alex, Qin, Yao
Year of Publication 02.02.2023
Year of Publication 02.02.2023
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Journal Article
Improving Classifier Robustness through Active Generation of Pairwise Counterfactuals
Balashankar, Ananth, Wang, Xuezhi, Qin, Yao, Packer, Ben, Thain, Nithum, Chen, Jilin, Chi, Ed H, Beutel, Alex
Year of Publication 22.05.2023
Year of Publication 22.05.2023
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Journal Article
Beyond The Text: Analysis of Privacy Statements through Syntactic and Semantic Role Labeling
Shvartzshnaider, Yan, Balashankar, Ananth, Patidar, Vikas, Wies, Thomas, Subramanian, Lakshminarayanan
Year of Publication 01.10.2020
Year of Publication 01.10.2020
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Journal Article
Inducing Group Fairness in LLM-Based Decisions
Atwood, James, Lahoti, Preethi, Balashankar, Ananth, Prost, Flavien, Beirami, Ahmad
Published in arXiv.org (24.06.2024)
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Published in arXiv.org (24.06.2024)
Paper
What is Fair? Exploring Pareto-Efficiency for Fairness Constrained Classifiers
Balashankar, Ananth, Lees, Alyssa, Welty, Chris, Subramanian, Lakshminarayanan
Year of Publication 30.10.2019
Year of Publication 30.10.2019
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Journal Article
Fine-grained prediction of food insecurity using news streams
Balashankar, Ananth, Subramanian, Lakshminarayanan, Fraiberger, Samuel P
Published in arXiv.org (17.11.2021)
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Published in arXiv.org (17.11.2021)
Paper
Automated Adversarial Discovery for Safety Classifiers
Lal, Yash Kumar, Lahoti, Preethi, Sinha, Aradhana, Yao Qin, Balashankar, Ananth
Published in arXiv.org (24.06.2024)
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Published in arXiv.org (24.06.2024)
Paper