Scalable Similarity Search in Seismology: A New Approach to Large-Scale Earthquake Detection. - Karianne Bergen; Clara Yoon; Gregory C. Beroza (SISAP, 2016)

Locality-Sensitive Hashing for Earthquake Detection: A Case Study Scaling Data-Driven Science. - Kexin Rong 001; Clara E. Yoon; Karianne J. Bergen; Hashem Elezabi; Peter Bailis; Philip Alexander Levis; Gregory C. Beroza (Proc. VLDB Endow., 2018)

Scientific discovery in the age of artificial intelligence. - Hanchen Wang 002; Tianfan Fu; Yuanqi Du; Wenhao Gao 001; Kexin Huang; Ziming Liu; Payal Chandak; Shengchao Liu; Peter Van Katwyk; Andreea Deac; Anima Anandkumar; Karianne Bergen; et al. (Nat., 2023)

Improving Explainability of Softmax Classifiers Using a Prototype-Based Joint Embedding Method. - Hilarie Sit; Brendan Keith; Karianne Bergen (CoRR, 2024)

Prototype-Based Methods in Explainable AI and Emerging Opportunities in the Geosciences. - Anushka Narayanan; Karianne J. Bergen (CoRR, 2024)