Paul Koch

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 12

Top Topics

Multiclass Problems

Linear Classifiers

Additive Models

Top Venues

Publications

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)
Gerry Leisman, Paul Koch
Resonating with the World: Thinking Critically about Brain Criticality in Consciousness and Cognition. Inf. 15 (5) (2024)
Sarah Tan, Giles Hooker, Paul Koch, Albert Gordo, Rich Caruana
Considerations when learning additive explanations for black-box models. Mach. Learn. 112 (9) (2023)
Emre Gülsoylu, Paul Koch, Mert Yildiz, Manfred Constapel, André Peter Kelm
Image and AIS Data Fusion Technique for Maritime Computer Vision Applications. CoRR (2023)
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)
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)
Paul Koch, Marian Schlüter, Serge Thill
Generating Annotated Training Data for 6D Object Pose Estimation in Operational Environments with Minimal User Interaction. CoRR (2021)
Harsha Nori, Samuel Jenkins, Paul Koch, Rich Caruana
InterpretML: A Unified Framework for Machine Learning Interpretability. CoRR (2019)
Xuezhou Zhang, Sarah Tan, Paul Koch, Yin Lou, Urszula Chajewska, Rich Caruana
Axiomatic Interpretability for Multiclass Additive Models. KDD (2019)
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 (2018)
Paul Koch, Gerry Leisman
Cortical Activity waves are the physical carriers of memory and thought. NER (2015)
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)
Eric Horvitz, Paul Koch, Carl Myers Kadie, Andy Jacobs
Coordinates: Probabilistic Forecasting of Presence and Availability CoRR (2013)
Eric Horvitz, Paul Koch, Muru Subramani
Mobile Opportunistic Planning: Methods and Models. User Modeling (2007)
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)
Eric Horvitz, Paul Koch, Johnson Apacible
BusyBody: creating and fielding personalized models of the cost of interruption. CSCW (2004)
Eric Horvitz, Paul Koch, Carl Myers Kadie, Andy Jacobs
Coordinates: Probabilistic Forecasting of Presence and Availability. UAI (2002)
Paul Koch, Gerald Leisman
A continuum model of activity waves in layered neuronal networks: computer models of brain-stem seizures. CBMS (1990)