Paul Koch

According to our database, Paul Koch authored at least 14 papers between 1990 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Considerations when learning additive explanations for black-box models.

Sarah Tan, Giles Hooker, Paul Koch, Albert Gordo, Rich Caruana

Mach. Learn., September, 2023

Image and AIS Data Fusion Technique for Maritime Computer Vision Applications.

Emre Gülsoylu, Paul Koch, Mert Yildiz, Manfred Constapel, André Peter Kelm

CoRR, 2023

High Resolution 2D-/3D-Scanning and Deep Learning Segmentation for Digitization of Fragmented Wall Paintings.

Ole Kröger, Oliver Krumpek, Paul Koch, Martin Pape, Jan Schneider, Jörg Krüger

Proceedings of the GCH 2023, 2023

Towards Realistic Evaluation of Industrial Continual Learning Scenarios with an Emphasis on Energy Consumption and Computational Footprint.

Vivek Chavan, Paul Koch, Marian Schlüter, Clemens Briese

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2019

InterpretML: A Unified Framework for Machine Learning Interpretability.

Harsha Nori, Samuel Jenkins, Paul Koch, Rich Caruana

CoRR, 2019

Axiomatic Interpretability for Multiclass Additive Models.

Xuezhou Zhang, Sarah Tan, Paul Koch, Yin Lou, Urszula Chajewska, Rich Caruana

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Interpretability is Harder in the Multiclass Setting: Axiomatic Interpretability for Multiclass Additive Models.

Xuezhou Zhang, Sarah Tan, Paul Koch, Yin Lou, Urszula Chajewska, Rich Caruana

CoRR, 2018

2015

Cortical Activity waves are the physical carriers of memory and thought.

Paul Koch, Gerry Leisman

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission.

Rich Caruana, Yin Lou, Johannes Gehrke, Paul Koch, Marc Sturm, Noemie Elhadad

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2007

Mobile Opportunistic Planning: Methods and Models.

Eric Horvitz, Paul Koch, Muru Subramani

Proceedings of the User Modeling 2007, 11th International Conference, 2007

2005

Bayesphone: Precomputation of Context-Sensitive Policies for Inquiry and Action in Mobile Devices.

Eric Horvitz, Paul Koch, Raman Sarin, Johnson Apacible, Muru Subramani

Proceedings of the User Modeling 2005, 2005

2004

BusyBody: creating and fielding personalized models of the cost of interruption.

Eric Horvitz, Paul Koch, Johnson Apacible

Proceedings of the 2004 ACM Conference on Computer Supported Cooperative Work, 2004

2002

Coordinates: Probabilistic Forecasting of Presence and Availability.

Eric Horvitz, Paul Koch, Carl Myers Kadie, Andy Jacobs

Proceedings of the UAI '02, 2002

1990

A continuum model of activity waves in layered neuronal networks: computer models of brain-stem seizures.

Paul Koch, Gerald Leisman

Proceedings of the Third Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'90), 1990