Walter Gerych
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
10
Active years
2019–2026
Best venue rank
A*
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Neural Tangent Kernels Under Stochastic Data Augmentation. | Joshua DeOliveira, Sajal Chakroborty, Walter Gerych, Elke A. Rundensteiner |
| 2025 | AAAI | Mapping from Meaning: Addressing the Miscalibration of Prompt-Sensitive Language Models. | Kyle Cox, Jiawei Xu, Yikun Han, Rong Xu, Tianhao Li, Chi-Yang Hsu, Tianlong Chen, Walter Gerych, Ying Ding |
| 2025 | AAAI | The Surprising Effectiveness of Infinite-Width NTKs for Characterizing and Improving Model Training. | Joshua DeOliveira, Walter Gerych, Elke A. Rundensteiner |
| 2025 | ICLR | Learning under Temporal Label Noise. | Sujay Nagaraj, Walter Gerych, Sana Tonekaboni, Anna Goldenberg, Berk Ustun, Thomas Hartvigsen |
| 2025 | ICMLA | Ensembles of Statistically Independent Models: A Method for Semi-Supervised Domain Adaptation. | Nicholas Josselyn, Walter Gerych, Biao Yin, Ziming Zhang, Elke A. Rundensteiner |
| 2024 | AAAI | Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search. | Walter Gerych, Yara Rizk, Vatche Isahagian, Vinod Muthusamy, Evelyn Duesterwald, Praveen Venkateswaran |
| 2024 | AAAI | Amalgamating Multi-Task Models with Heterogeneous Architectures. | Jidapa Thadajarassiri, Walter Gerych, Xiangnan Kong, Elke A. Rundensteiner |
| 2024 | ACL | TAXI: Evaluating Categorical Knowledge Editing for Language Models. | Derek Powell, Walter Gerych, Thomas Hartvigsen |
| 2024 | AIES | Identifying Implicit Social Biases in Vision-Language Models. | Kimia Hamidieh, Haoran Zhang, Walter Gerych, Thomas Hartvigsen, Marzyeh Ghassemi |
| 2023 | AAAI | Knowledge Amalgamation for Multi-Label Classification via Label Dependency Transfer. | Jidapa Thadajarassiri, Thomas Hartvigsen, Walter Gerych, Xiangnan Kong, Elke A. Rundensteiner |
| 2023 | COMPSAC | Adversarial Human Context Recognition: Evasion Attacks and Defenses. | Abdulaziz Alajaji, Walter Gerych, Kavin Chandrasekaran, Luke Buquicchio, Emmanuel Agu, Elke A. Rundensteiner |
| 2022 | AAAI | Recovering the Propensity Score from Biased Positive Unlabeled Data. | Walter Gerych, Thomas Hartvigsen, Luke Buquicchio, Emmanuel Agu, Elke A. Rundensteiner |
| 2022 | CIKM | Robust Recurrent Classifier Chains for Multi-Label Learning with Missing Labels. | Walter Gerych, Thomas Hartvigsen, Luke Buquicchio, Emmanuel Agu, Elke A. Rundensteiner |
| 2022 | CIKM | Stop&Hop: Early Classification of Irregular Time Series. | Thomas Hartvigsen, Walter Gerych, Jidapa Thadajarassiri, Xiangnan Kong, Elke A. Rundensteiner |
| 2022 | PERCOM | Triplet-based Domain Adaptation (Triple-DARE) for Lab-to-field Human Context Recognition. | Abdulaziz Alajaji, Walter Gerych, Kavin Chandrasekaran, Luke Buquicchio, Hamid Mansoor, Emmanuel Agu, Elke A. Rundensteiner |
| 2022 | SDM | Positive Unlabeled Learning with a Sequential Selection Bias. | Walter Gerych, Thomas Hartvigsen, Luke Buquicchio, Abdulaziz Alajaji, Kavin Chandrasekaran, Hamid Mansoor, Elke A. Rundensteiner, Emmanuel Agu |
| 2021 | AIES | Measuring Group Advantage: A Comparative Study of Fair Ranking Metrics. | Caitlin Kuhlman, Walter Gerych, Elke A. Rundensteiner |
| 2021 | ICMLA | Few-Shot Classification for Human Context Recognition Using Smartphone Data Traces. | Luke Buquicchio, Walter Gerych, Abdulaziz Alajaji, Kavin Chandrasekaran, Hamid Mansoor, Elke A. Rundensteiner, Emmanuel Agu |
| 2021 | ICMLA | Local Geometry Preserving Deep Networks For Featurizing High Dimensional Datasets. | Walter Gerych, Jessica L. Bader, Declan Nelson, Thalia Chao-Zhang, Luke Buquicchio, Abdulaziz Alajaji, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner |
| 2021 | SmartComp | CARTMAN: Complex Activity Recognition Using Topic Models for Feature Generation from Wearable Sensor Data. | Kavin Chandrasekaran, Walter Gerych, Luke Buquicchio, Abdulaziz Alajaji, Emmanuel Agu, Elke A. Rundensteiner |
| 2019 | COMPSAC | COMEX: Identifying Mislabeled Human Behavioral Context Data Using Visual Analytics. | Hamid Mansoor, Walter Gerych, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner |