Daphne Koller
Impact in
- Artificial Intelligence top 0.02%
- Bayesian Modeling and Causal Inference
- Topic Modeling
- Machine Learning and Algorithms
- Computer Vision and Pattern Recognition top 0.05%
- Advanced Image and Video Retrieval Techniques
Papers in
-
- Bayesian Modeling and Causal Inference 68
- Machine Learning and Algorithms 25
- Logic, Reasoning, and Knowledge 21
- AI-based Problem Solving and Planning 16
- Machine Learning and Data Classification 14
-
- Advanced Image and Video Retrieval Techniques 18
- Co-authors
- Eran SegalNir FriedmanLéon BottouYoshua BengioDale SchuurmansMehran SahamiBen TaskarSebastian Thrun
- Journals
- Molecular Systems Biology (5 papers)Games and Economic Behavior (4 papers)Nature Genetics (4 papers)Bioinformatics (3 papers)Journal of Computational Biology (3 papers)
- Partner nations
- United StatesIsraelFrance
In The Last Decade
Daphne Koller
215 papers receiving 28.9k citations
Hit Papers
Peers
Comparison fields: 5 of 221
- Artificial Intelligence 11.8k
- Computer Vision and Pattern Recognition 6.9k
- Management Science and Operations Research 1.7k
- Computer Science Applications 706
- Signal Processing 1.4k
Countries citing papers authored by Daphne Koller
This map shows the geographic impact of Daphne Koller's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Daphne Koller with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Daphne Koller more than expected).
Fields of papers citing papers by Daphne Koller
This network shows the impact of papers produced by Daphne Koller. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Daphne Koller. The network helps show where Daphne Koller may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Daphne Koller, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2013 | 15 | |
| 2 | Shifting Weights: Adapting Object Detectors from Image to Video | 2012 | 121 |
| 3 | Sentence Simplification for Semantic Role Labeling | 2008 | 74 |
| 4 | 2004 | 2 | |
| 5 | Max-Margin Parsing | 2004 | 144 |
| 6 | A Gene-Coexpression Network for Global Discovery of Conserved Genetic Modules Hit paper breakdown → | 2003 | 1640 |
| 7 | Learning probabilistic models of link structure | 2003 | 142 |
| 8 | Learning on the test data: leveraging Unseen features | 2003 | 16 |
| 9 | Monitoring a complex physical system using a hybrid dynamic bayes net | 2002 | 34 |
| 10 | 2002 | 57 | |
| 11 | Structured models for multi-agent interactions | 2001 | 0 |
| 12 | Making Rational Decisions Using Adaptive Utility Elicitation | 2000 | 152 |
| 13 | Discovering the hidden structure of complex dynamic systems | 1999 | 41 |
| 14 | Computing Factored Value Functions for Policies in Structured MDPs | 1999 | 95 |
| 15 | Efficient reinforcement learning in factored MDPs | 1999 | 81 |
| 16 | Structured probabilistic models: Bayesian networks and beyond | 1998 | 8 |
| 17 | Hierarchically Classifying Documents Using Very Few Words Hit paper breakdown → | 1997 | 556 |
| 18 | Using Probabilistic Information in Data Integration | 1997 | 61 |
| 19 | Local learning in probabilistic networks with hidden variables | 1995 | 89 |
| 20 | A Logic for Approximate Reasoning. | 1992 | 3 |
About Daphne Koller
Daphne Koller is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Signal Processing, Management Science and Operations Research and Computer Science Applications, having authored 216 papers that have together received 30.6k indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (68 papers), Machine Learning and Algorithms (25 papers), Logic, Reasoning, and Knowledge (21 papers), Bioinformatics and Genomic Networks (21 papers), Advanced Image and Video Retrieval Techniques (18 papers), AI-based Problem Solving and Planning (16 papers), Machine Learning and Data Classification (14 papers) and Robotics and Sensor-Based Localization (14 papers). The work is most often cited by research in Artificial Intelligence (11.8k citations), Computer Vision and Pattern Recognition (6.9k citations), Management Science and Operations Research (1.7k citations), Computer Science Applications (706 citations) and Signal Processing (1.4k citations). Daphne Koller has collaborated with scholars based in United States, Israel and France. Frequent co-authors include Eran Segal, Nir Friedman, Léon Bottou, Yoshua Bengio, Dale Schuurmans, Mehran Sahami, Ben Taskar, Sebastian Thrun, Carlos Guestrin and Aviv Regev. Their work appears in journals such as Molecular Systems Biology, Games and Economic Behavior, Nature Genetics, Bioinformatics and Journal of Computational Biology.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.