Publications

157 results for Explainable AI

Effective In-Silico Gene Perturbation by Machine Learning Model Interpretation for Immunotherapies
- - Tanwi Biswas
  - Akira Koseki
  - et al.
- 2024
- ISMB 2024
Geospatial Sampling by Maximizing Information Entropy
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2024
- IGARSS 2024
Transformer Models with Explainability for IT Telemetry and Business Events
- - Shiau Hong Lim
  - Laura Wynter
- 2024
- SSE 2024
Multimodal Sleep Apnea Detection with Missing/Noisy Modality
- - Hamed Fayyaz
  - Abigail Strang
  - et al.
- 2024
- MLHC 2024
Discovering Intrinsic PK/PD Models Using Physics Informed Neural Networks
- - Imran Nasim
  - Adam Nasim
  - et al.
- 2024
- PAGE-Meeting 2024
Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models
- - Yue Zhou
  - Yada Zhu
  - et al.
- 2024
- NAACL 2024
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models
- - Grace Guo
  - Lifu Deng
  - et al.
- 2024
- FAccT 2024
An Introduction to Geospatial Foundation Model
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2024
- JpGU 2024
Using Large Language Models to Understand Suicidality in a Social Media–Based Taxonomy of Mental Health Disorders: Linguistic Analysis of Reddit Posts
- - Brian Bauer
  - Raquel Norel
  - et al.
- 2024
- JMIR Mental Health
RELIC: Investigating Large Language Model Responses using Self-Consistency
- - Furui Cheng
  - Vilém Zouhar
  - et al.
- 2024
- CHI 2024