Aparna Balagopalan

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 23

Top Topics

Syntactic Features

Predictive Power

Cognitive Impairment

Top Venues

Publications

Haoran Zhang, Aparna Balagopalan, Nassim Oufattole, Hyewon Jeong, Yan Wu, Jiacheng Zhu, Marzyeh Ghassemi
LEMoN: Label Error Detection using Multimodal Neighbors. CoRR (2024)
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
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium. CoRR (2024)
Hyewon Jeong, Nassim Oufattole, Aparna Balagopalan, Matthew B. A. McDermott, Payal Chandak, Marzyeh Ghassemi, Collin M. Stultz
Event-Based Contrastive Learning for Medical Time Series. CoRR (2023)
Aparna Balagopalan, Abigail Z. Jacobs, Asia J. Biega
The Role of Relevance in Fair Ranking. SIGIR (2023)
Aparna Balagopalan, Abigail Z. Jacobs, Asia Biega
The Role of Relevance in Fair Ranking. CoRR (2023)
Aparna Balagopalan, Haoran Zhang, Kimia Hamidieh, Thomas Hartvigsen, Frank Rudzicz, Marzyeh Ghassemi
The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations. CoRR (2022)
Aparna Balagopalan, Haoran Zhang, Kimia Hamidieh, Thomas Hartvigsen, Frank Rudzicz, Marzyeh Ghassemi
The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations. FAccT (2022)
Aparna Balagopalan, Jekaterina Novikova
Comparing Acoustic-based Approaches for Alzheimer's Disease Detection. CoRR (2021)
Aparna Balagopalan, Jekaterina Novikova
Comparing Acoustic-Based Approaches for Alzheimer's Disease Detection. Interspeech (2021)
Zining Zhu, Aparna Balagopalan, Marzyeh Ghassemi, Frank Rudzicz
Quantifying the Task-Specific Information in Text-Based Classifications. CoRR (2021)
Benjamin Eyre, Aparna Balagopalan, Jekaterina Novikova
Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach. W-NUT@EMNLP (2020)
Aparna Balagopalan, Benjamin Eyre, Frank Rudzicz, Jekaterina Novikova
To BERT or Not To BERT: Comparing Speech and Language-based Approaches for Alzheimer's Disease Detection. CoRR (2020)
Aparna Balagopalan, Benjamin Eyre, Frank Rudzicz, Jekaterina Novikova
To BERT or not to BERT: Comparing Speech and Language-Based Approaches for Alzheimer's Disease Detection. INTERSPEECH (2020)
Benjamin Eyre, Aparna Balagopalan, Jekaterina Novikova
Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach. CoRR (2020)
Aparna Balagopalan, Ksenia Shkaruta, Jekaterina Novikova
Impact of ASR on Alzheimer's Disease Detection: All Errors are Equal, but Deletions are More Equal than Others. W-NUT@EMNLP (2020)
Aparna Balagopalan, Jekaterina Novikova
Augmenting BERT Carefully with Underrepresented Linguistic Features. CoRR (2020)
Aparna Balagopalan, Jekaterina Novikova, Matthew B. A. McDermott, Bret Nestor, Tristan Naumann, Marzyeh Ghassemi
Cross-Language Aphasia Detection using Optimal Transport Domain Adaptation. ML4H@NeurIPS (2019)
Aparna Balagopalan, Jekaterina Novikova, Matthew B. A. McDermott, Bret Nestor, Tristan Naumann, Marzyeh Ghassemi
Cross-Language Aphasia Detection using Optimal Transport Domain Adaptation. CoRR (2019)
Aparna Balagopalan, Ksenia Shkaruta, Jekaterina Novikova
Impact of ASR on Alzheimer's Disease Detection: All Errors are Equal, but Deletions are More Equal than Others. CoRR (2019)
Jekaterina Novikova, Aparna Balagopalan, Ksenia Shkaruta, Frank Rudzicz
Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power. W-NUT@EMNLP (2019)
Jekaterina Novikova, Aparna Balagopalan, Ksenia Shkaruta, Frank Rudzicz
Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power. CoRR (2019)
Aparna Balagopalan, Satya Gorti, Mathieu Ravaut, Raeid Saqur
ReGAN: RE[LAX|BAR|INFORCE] based Sequence Generation using GANs. CoRR (2018)
Aparna Balagopalan, Jekaterina Novikova, Frank Rudzicz, Marzyeh Ghassemi
The Effect of Heterogeneous Data for Alzheimer's Disease Detection from Speech. CoRR (2018)