2001 · The MIT Press eBooks
Learning with Kernels
11,704 citationsRead
Most cited
192 papers in total1998 · Neural Computation
Nonlinear Component Analysis as a Kernel Eigenvalue Problem
8,084 citationsRead
1999
Advances in kernel methods: support vector learning
5,790 citationsRead
2007 · The MIT Press eBooks
A Kernel Method for the Two-Sample-Problem
2,058 citationsRead
2012 · MPG.PuRe (Max Planck Society)
A kernel two-sample test
1,949 citationsRead
1997 · Lecture notes in computer science
Kernel principal component analysis
1,941 citationsRead
Newest first
192 papers in total2022
- ResNeSt: Split-Attention NetworksIEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 1,646 citations
- BLISS: A Billion scale Index using Iterative Re-partitioningACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 19 citations
- Multimodal AutoML for Image, Text and Tabular DataACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 12 citations
- GraphHINGE: Learning Interaction Models of Structured Neighborhood on Heterogeneous Information NetworkACM Transactions on Information Systems · 7 citations
- Faster Deep Reinforcement Learning with Slower Online Networkneural information processing systems · 1 citations
- Time-Varying Propensity Score to Bridge the Gap between the Past and PresentarXiv (Cornell University)
- Adaptive Interest for Emphatic Reinforcement Learningneural information processing systems
2021
- Improving Semantic Segmentation via Efficient Self-TrainingIEEE Transactions on Pattern Analysis and Machine Intelligence · 92 citations
- Dive into Deep LearningarXiv (Cornell University) · 76 citations
- Flexible Model Aggregation for Quantile RegressionarXiv (Cornell University) · 7 citations
- Continuous Doubly Constrained Batch Reinforcement LearningarXiv (Cornell University) · 6 citations
- Deep Explicit Duration Switching Models for Time SeriesarXiv (Cornell University) · 4 citations
- Benchmarking Multimodal AutoML for Tabular Data with Text FieldsarXiv (Cornell University) · 3 citations
- Deep Quantile Aggregation.arXiv (Cornell University) · 3 citations
- IRLI: Iterative Re-partitioning for Learning to IndexarXiv (Cornell University)
- Bloom Origami Assays: Practical Group TestingHAL (Le Centre pour la Communication Scientifique Directe)
2020
- AutoGluon-Tabular: Robust and Accurate AutoML for Structured DataarXiv (Cornell University) · 152 citations
- An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous GraphACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · 112 citations
- Improving Semantic Segmentation via Self-TrainingarXiv (Cornell University) · 30 citations
- FastPoint: Scalable Deep Point ProcessesLecture notes in computer science · 16 citations
- Faster, Simpler, More AccurateACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · 14 citations
- Fast, Accurate, and Simple Models for Tabular Data via Augmented DistillationarXiv (Cornell University) · 13 citations
- TraDE: Transformers for Density EstimationarXiv (Cornell University) · 11 citations
- Transformer on a DietarXiv (Cornell University) · 4 citations
- DDPG++: Striving for Simplicity in Continuous-control Off-Policy Reinforcement LearningarXiv (Cornell University) · 3 citations
- Learning Interaction Models of Structured Neighborhood on Heterogeneous Information Network.arXiv (Cornell University) · 1 citations
2019
- Deep Graph Library: Towards Efficient and Scalable Deep Learning on GraphsarXiv (Cornell University) · 403 citations
- Language Models with TransformersarXiv (Cornell University) · 39 citations
- Meta-Q-LearningarXiv (Cornell University) · 25 citations
- P3O: Policy-on Policy-off Policy OptimizationarXiv (Cornell University) · 3 citations
Research in numbers
From OpenAlex- conference paper69
- article62
- preprint46
- book chapter7
- other3
- arXiv (Cornell University)45
- ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)9
- Lecture notes in computer science9
- The MIT Press eBooks8
- ACM International Conference on Web Search and Data Mining (WSDM)8
- Bernhard Schölkopf47
- Amr AbdelFatah Ahmed27
- S. V. N. Vishwanathan16
- Thomas Frank Hofmann11
- Rasool Fakoor11
Experience and education
Universities
2021Seoul National University
2017ETH Zurich
1998 to 2012Australian National University
2008Technische Universität Darmstadt
Industry and labs
2016 to 2022Amazon (United States)
2012 to 2017Google (United States)
2009 to 2012Yahoo (United Kingdom)
2003 to 2008Max Planck Institute for Biological Cybernetics
2005 to 2007Max Planck Society
1997Foundation for Ichthyosis and Related Skin Types