Heike Trautmann
Artificial Intelligence · 2006–2018
A researcher in the Science corpus: 6 papers; trusts 28 researchers and is trusted by 6 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 43 citations into it; #20,146 of 35,345 by trust here, #20,836 by citations
- Computational Theory and Mathematics — 31 citations into it; #6,547 of 12,182 by trust here, #5,046 by citations
- Management Science and Operations Research — 13 citations into it
- Statistics and Probability — 12 citations into it
- Computer Networks and Communications — 11 citations into it
- Evaluation & Benchmarks — 7 citations into it
- Computer Vision and Pattern Recognition — 6 citations into it
Whom Heike Trautmann trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Thomas G. Dietterich
- Yaochu Jin
- Frank Hutter
- Eric R. Ziegel
- Olaf Mersmann
- Ron Kohavi
- Kevin Leyton-Brown
- Radford M. Neal
- Leo Breiman
- M. Stone
Who trusts Heike Trautmann overall
Papers from Heike Trautmann's perspective
Ordered by how strongly the researchers Heike Trautmann trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- The Elements of Statistical Learning
- Efficient Global Optimization of Expensive Black-Box Functions
- Gradient-based learning applied to document recognition
- The Nature of Statistical Learning Theory
- Pattern Recognition and Machine Learning
- Learning Multiple Layers of Features from Tiny Images
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Sequential Model-Based Optimization for General Algorithm Configuration
- Classification and regression trees
Their papers
- Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness (2012) — 55 citations
- Resampling Methods for Meta-Model Validation with Recommendations for Evolutionary Computation (2012) — 165 citations
- Exploratory landscape analysis (2011) — 412 citations
- Automated Algorithm Selection: Survey and Perspectives (2018) — 477 citations
- Preference-based Pareto optimization in certain and noisy environments (2009) — 53 citations
- On the distribution of the desirability index using Harrington’s desirability function (2006) — 77 citations