Aparna Balagopalan

30 papers A* 3A 2C 1Journal 17Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Are We Better Together? Investigating the Value of Human-AI Collaboration for Online Health Communities. ICIS Danielly de Paula, Nikita Shishelyakin, Vanessa Kipping, Yuexing Hao, Aparna Balagopalan, Marzyeh Ghassemi, Ariel Dora Stern
2025	—	`conf`	Bias Delayed is Bias Denied? Assessing the Effect of Reporting Delays on Disparity Assessments. FAccT Jennah Gosciak, Aparna Balagopalan, Derek Ouyang, Allison Koenecke, Marzyeh Ghassemi, Daniel E. Ho
2025	J	`jnl`	Bias Delayed is Bias Denied? Assessing the Effect of Reporting Delays on Disparity Assessments. CoRR Jennah Gosciak, Aparna Balagopalan, Derek Ouyang, Allison Koenecke, Marzyeh Ghassemi, Daniel E. Ho
2025	A*	`conf`	LEMoN: Label Error Detection using Multimodal Neighbors. ICML Haoran Zhang, Aparna Balagopalan, Nassim Oufattole, Hyewon Jeong, Yan Wu, Jiacheng Zhu, Marzyeh Ghassemi
2025	A*	`conf`	What's in a Query: Polarity-Aware Distribution-Based Fair Ranking. WWW Aparna Balagopalan, Kai Wang, Olawale Salaudeen, Asia Biega, Marzyeh Ghassemi
2025	J	`jnl`	What's in a Query: Polarity-Aware Distribution-Based Fair Ranking. CoRR Aparna Balagopalan, Kai Wang, Olawale Salaudeen, Asia Biega, Marzyeh Ghassemi
2024	—	`conf`	Event-Based Contrastive Learning for Medical Time Series. MLHC Nassim Oufattole, Hyewon Jeong, Matthew B. A. McDermott, Aparna Balagopalan, Bryan Jangeesingh, Marzyeh Ghassemi, Collin M. Stultz
2024	J	`jnl`	LEMoN: Label Error Detection using Multimodal Neighbors. CoRR Haoran Zhang, Aparna Balagopalan, Nassim Oufattole, Hyewon Jeong, Yan Wu, Jiacheng Zhu, Marzyeh Ghassemi
2024	J	`jnl`	Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium. CoRR Hyewon Jeong, Sarah Jabbour, Yuzhe Yang, Rahul Thapa, Hussein Mozannar, William Jongwon Han, Nikita Mehandru, Michael Wornow, Vladislav Lialin, Xin Liu, Alejandro Lozano, Jiacheng Zhu, Rafal Dariusz Kocielnik, Keith Harrigian, Haoran Zhang, Edward Lee, Milos Vukadinovic, Aparna Balagopalan, Vincent Jeanselme, Katherine Matton, Ilker Demirel, Jason A. Fries, Parisa Rashidi, Brett K. Beaulieu-Jones, Xuhai Orson Xu, Matthew B. A. McDermott, Tristan Naumann, Monica Agrawal, Marinka Zitnik, Berk Ustun, Edward Choi, Kristen Yeom, Gamze Gürsoy, Marzyeh Ghassemi, Emma Pierson, George H. Chen, Sanjat Kanjilal, Michael Oberst, Linying Zhang, Harvineet Singh, Tom Hartvigsen, Helen Zhou, Chinasa T. Okolo
2023	J	`jnl`	Event-Based Contrastive Learning for Medical Time Series. CoRR Hyewon Jeong, Nassim Oufattole, Aparna Balagopalan, Matthew B. A. McDermott, Payal Chandak, Marzyeh Ghassemi, Collin M. Stultz
2023	A*	`conf`	The Role of Relevance in Fair Ranking. SIGIR Aparna Balagopalan, Abigail Z. Jacobs, Asia J. Biega
2023	J	`jnl`	The Role of Relevance in Fair Ranking. CoRR Aparna Balagopalan, Abigail Z. Jacobs, Asia Biega
2022	—	`conf`	The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations. FAccT Aparna Balagopalan, Haoran Zhang, Kimia Hamidieh, Thomas Hartvigsen, Frank Rudzicz, Marzyeh Ghassemi
2022	J	`jnl`	The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations. CoRR Aparna Balagopalan, Haoran Zhang, Kimia Hamidieh, Thomas Hartvigsen, Frank Rudzicz, Marzyeh Ghassemi
2021	A	`conf`	Comparing Acoustic-Based Approaches for Alzheimer's Disease Detection. Interspeech Aparna Balagopalan, Jekaterina Novikova
2021	J	`jnl`	Comparing Acoustic-based Approaches for Alzheimer's Disease Detection. CoRR Aparna Balagopalan, Jekaterina Novikova
2021	J	`jnl`	Quantifying the Task-Specific Information in Text-Based Classifications. CoRR Zining Zhu, Aparna Balagopalan, Marzyeh Ghassemi, Frank Rudzicz
2020	J	`jnl`	Augmenting BERT Carefully with Underrepresented Linguistic Features. CoRR Aparna Balagopalan, Jekaterina Novikova
2020	—	`conf`	Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach. W-NUT@EMNLP Benjamin Eyre, Aparna Balagopalan, Jekaterina Novikova
2020	J	`jnl`	Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach. CoRR Benjamin Eyre, Aparna Balagopalan, Jekaterina Novikova
2020	—	`conf`	Impact of ASR on Alzheimer's Disease Detection: All Errors are Equal, but Deletions are More Equal than Others. W-NUT@EMNLP Aparna Balagopalan, Ksenia Shkaruta, Jekaterina Novikova
2020	J	`jnl`	To BERT or Not To BERT: Comparing Speech and Language-based Approaches for Alzheimer's Disease Detection. CoRR Aparna Balagopalan, Benjamin Eyre, Frank Rudzicz, Jekaterina Novikova
2020	A	`conf`	To BERT or not to BERT: Comparing Speech and Language-Based Approaches for Alzheimer's Disease Detection. INTERSPEECH Aparna Balagopalan, Benjamin Eyre, Frank Rudzicz, Jekaterina Novikova
2019	—	`conf`	Cross-Language Aphasia Detection using Optimal Transport Domain Adaptation. ML4H@NeurIPS Aparna Balagopalan, Jekaterina Novikova, Matthew B. A. McDermott, Bret Nestor, Tristan Naumann, Marzyeh Ghassemi
2019	J	`jnl`	Cross-Language Aphasia Detection using Optimal Transport Domain Adaptation. CoRR Aparna Balagopalan, Jekaterina Novikova, Matthew B. A. McDermott, Bret Nestor, Tristan Naumann, Marzyeh Ghassemi
2019	J	`jnl`	Impact of ASR on Alzheimer's Disease Detection: All Errors are Equal, but Deletions are More Equal than Others. CoRR Aparna Balagopalan, Ksenia Shkaruta, Jekaterina Novikova
2019	—	`conf`	Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power. W-NUT@EMNLP Jekaterina Novikova, Aparna Balagopalan, Ksenia Shkaruta, Frank Rudzicz
2019	J	`jnl`	Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power. CoRR Jekaterina Novikova, Aparna Balagopalan, Ksenia Shkaruta, Frank Rudzicz
2018	J	`jnl`	ReGAN: RE[LAX\|BAR\|INFORCE] based Sequence Generation using GANs. CoRR Aparna Balagopalan, Satya Gorti, Mathieu Ravaut, Raeid Saqur
2018	J	`jnl`	The Effect of Heterogeneous Data for Alzheimer's Disease Detection from Speech. CoRR Aparna Balagopalan, Jekaterina Novikova, Frank Rudzicz, Marzyeh Ghassemi