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2020 – today
- 2024
[j2]Gerry Leisman
, Paul Koch:
Resonating with the World: Thinking Critically about Brain Criticality in Consciousness and Cognition. Inf. 15(5): 284 (2024)- [c12]Vivek Chavan, Paul Koch, Marian Schlüter, Clemens Briese, Jörg Krüger:
Active Data Collection and Management for Real-World Continual Learning via Pretrained Oracle. CVPR Workshops 2024: 4085-4096 - [c11]Emre Gülsoylu, Paul Koch, Mert Yildiz, Manfred Constapel, André Peter Kelm:
Image and AIS Data Fusion Technique for Maritime Computer Vision Applications. WACV (Workshops) 2024: 859-868 - 2023
- [j1]Sarah Tan, Giles Hooker, Paul Koch, Albert Gordo, Rich Caruana:
Considerations when learning additive explanations for black-box models. Mach. Learn. 112(9): 3333-3359 (2023) - [c10]Vivek Chavan, Paul Koch, Marian Schlüter, Clemens Briese:
Towards Realistic Evaluation of Industrial Continual Learning Scenarios with an Emphasis on Energy Consumption and Computational Footprint. ICCV 2023: 11472-11484 - [c9]Ole Kröger, Oliver Krumpek, Paul Koch, Martin Pape, Jan Schneider, Jörg Krüger:
High Resolution 2D-/3D-Scanning and Deep Learning Segmentation for Digitization of Fragmented Wall Paintings. GCH 2023: 11-19 - [i4]Emre Gülsoylu, Paul Koch, Mert Yildiz, Manfred Constapel, André Peter Kelm:
Image and AIS Data Fusion Technique for Maritime Computer Vision Applications. CoRR abs/2312.05270 (2023)
2010 – 2019
- 2019
- [c8]Xuezhou Zhang, Sarah Tan, Paul Koch, Yin Lou, Urszula Chajewska, Rich Caruana:
Axiomatic Interpretability for Multiclass Additive Models. KDD 2019: 226-234 - [i3]Harsha Nori, Samuel Jenkins, Paul Koch, Rich Caruana:
InterpretML: A Unified Framework for Machine Learning Interpretability. CoRR abs/1909.09223 (2019) - 2018
- [i2]Xuezhou Zhang, Sarah Tan, Paul Koch, Yin Lou, Urszula Chajewska, Rich Caruana:
Interpretability is Harder in the Multiclass Setting: Axiomatic Interpretability for Multiclass Additive Models. CoRR abs/1810.09092 (2018) - 2015
- [c7]Rich Caruana, Yin Lou, Johannes Gehrke, Paul Koch, Marc Sturm, Noemie Elhadad:
Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission. KDD 2015: 1721-1730 - [c6]Paul Koch, Gerry Leisman:
Cortical Activity waves are the physical carriers of memory and thought. NER 2015: 364-367 - 2013
- [i1]Eric Horvitz, Paul Koch, Carl Myers Kadie, Andy Jacobs:
Coordinates: Probabilistic Forecasting of Presence and Availability. CoRR abs/1301.0573 (2013)
2000 – 2009
- 2007
- [c5]Eric Horvitz, Paul Koch, Muru Subramani:
Mobile Opportunistic Planning: Methods and Models. User Modeling 2007: 228-237 - 2005
- [c4]Eric Horvitz, Paul Koch, Raman Sarin, Johnson Apacible, Muru Subramani:
Bayesphone: Precomputation of Context-Sensitive Policies for Inquiry and Action in Mobile Devices. User Modeling 2005: 251-260 - 2004
- [c3]Eric Horvitz, Paul Koch, Johnson Apacible:
BusyBody: creating and fielding personalized models of the cost of interruption. CSCW 2004: 507-510 - 2002
- [c2]Eric Horvitz, Paul Koch, Carl Myers Kadie, Andy Jacobs:
Coordinates: Probabilistic Forecasting of Presence and Availability. UAI 2002: 224-233
1990 – 1999
- 1990
- [c1]Paul Koch, Gerald Leisman:
A continuum model of activity waves in layered neuronal networks: computer models of brain-stem seizures. CBMS 1990: 525-531
Coauthor Index
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