Naftali Tishby
- Artificial Intelligence top 0.1%
- Computer Vision and Pattern Recognition top 0.5%
- Cognitive Neuroscience top 2%
- Signal Processing top 0.5%
- Statistical and Nonlinear Physics top 0.5%
- Co-authors
- Noam SlonimYoram SingerWilliam BialekFernando PereiraLillian LeeShai FineYoav FreundH. Sebastian Seung
- Topics
- Neural Networks and Applications (30 papers)Machine Learning and Algorithms (22 papers)Neural dynamics and brain function (22 papers)
- Journals
- Proceedings of the National Academy of SciencesPhysical Review LettersNucleic Acids Research
- Partner nations
- IsraelUnited StatesGermany
In The Last Decade
Naftali Tishby
146 papers receiving 8.8k citations
Hit Papers
Peers
Comparison fields: 5 of 196
- Artificial Intelligence 5.7k
- Computer Vision and Pattern Recognition 1.8k
- Cognitive Neuroscience 1.1k
- Signal Processing 1.1k
- Statistical and Nonlinear Physics 958
Countries citing papers authored by Naftali Tishby
This map shows the geographic impact of Naftali Tishby'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 Naftali Tishby with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Naftali Tishby more than expected).
Fields of papers citing papers by Naftali Tishby
This network shows the impact of papers produced by Naftali Tishby. 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 Naftali Tishby. The network helps show where Naftali Tishby may publish in the future.
Co-authorship network of co-authors of Naftali Tishby
This figure shows the co-authorship network connecting the top 25 collaborators of Naftali Tishby. A scholar is included among the top collaborators of Naftali Tishby based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Naftali Tishby. Naftali Tishby is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 9 | |
| 2 | 2 | |
| 3 | 5 | |
| 4 | Gaussian Lower Bound for the Information Bottleneck Limit | 4 |
| 5 | 51 | |
| 6 | Principled Option Learning in Markov Decision Processes | 1 |
| 7 | Reducing Label Complexity by Learning From Bags | 6 |
| 8 | On the Reliability of Clustering Stability in the Large Sample Regime | 12 |
| 9 | Model Selection and Stability in k-means Clustering. | 20 |
| 10 | Generalization from Observed to Unobserved Features by Clustering | 6 |
| 11 | Incorporating Prior Knowledge on Features into Learning | 21 |
| 12 | 0 | |
| 13 | Extracting Relevant Structures with Side Information | 61 |
| 14 | Unsupervised Segmentation and Classification of Mixtures of Markovian Sources | 1 |
| 15 | The information bottleneck methodbreakdown → | 584 |
| 16 | Multi-Electrode Spike Sorting by Clustering Transfer Functions | 7 |
| 17 | Agnostic Classification of Markovian Sequences | 30 |
| 18 | Decoding Cursive Scripts | 1 |
| 19 | The Statistical Mechanics of k-Satisfaction | 4 |
| 20 | Consistent inference of probabilities in layered networks: Predictions and generalization | 25 |
About Naftali Tishby
Naftali Tishby is a scholar working on Artificial Intelligence, Statistical and Nonlinear Physics and Computational Mathematics, having authored 152 papers that have together received 9.6k indexed citations. Recurring topics across this work include Neural Networks and Applications (30 papers), Machine Learning and Algorithms (22 papers) and Neural dynamics and brain function (22 papers). The work is most often cited by research in Artificial Intelligence (5.7k citations), Signal Processing (1.1k citations) and Computer Vision and Pattern Recognition (1.8k citations). Naftali Tishby has collaborated with scholars based in Israel, United States and Germany. Frequent co-authors include Noam Slonim, Yoram Singer, William Bialek, Fernando Pereira, Lillian Lee, Shai Fine, Yoav Freund, H. Sebastian Seung, Eli Shamir and Fernando C. N. Pereira. Their work appears in journals such as Proceedings of the National Academy of Sciences, Physical Review Letters and Nucleic Acids Research.
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.