CardiCat: a Variational Autoencoder for High-Cardinality Tabular Data

Authors: Carlin, Lee, Benjamini, Yuval

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2501.17324

Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations

Authors: Slavutsky, Yuli, Benjamini, Yuval

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2311.18575

Confident Feature Ranking

Authors: Neuhof, Bitya, Benjamini, Yuval

Subject Terms: Statistics - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2307.15361

Logistic Regression Equivalence: A Framework for Comparing Logistic Regression Models Across Populations

Authors: Ashiri-Prossner, Guy, Benjamini, Yuval

Subject Terms: Statistics - Methodology, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2303.13330

Detecting Differences Between Correlation-Matrix Populations due to Single-variable Perturbations, with Application to Resting State fMRI

Authors: Faran, Itamar, Peer, Michael, Arzy, Shahar, Benjamini, Yuval

Subject Terms: Statistics - Applications, Statistics - Methodology

Access URL: http://arxiv.org/abs/2111.07444

Comparison of Intraocular Lens Power Prediction Accuracy Between 2 Swept-Source Optical Coherence Tomography Biometry Devices

Authors: SORKIN, NIR, ZADOK, ROTEM, SAVINI, GIACOMO, KAN-TOR, YOAV, BENJAMINI, YUVAL, LEVINGER, ELIYA, BARDUGO, JUDITH, ABULAFIA, ADI

Source: In American Journal of Ophthalmology September 2024 265:156-164

Accuracy of Toric Intraocular Lens Calculations Using Estimated Versus Measured Posterior Corneal Astigmatism

Authors: Segers, Maartje H.M., Abulafia, Adi, Webers, Valentijn S.C., Verstraaten, Jan-Willem, Vandevenne, Magali M.S., Berendschot, Tos T.J.M., Kan-tor, Yoav, Benjamini, Yuval, van den Biggelaar, Frank J.H.M., Barrett, Graham D., Nuijts, Rudy M.M.A., Dickman, Mor M.

Source: In American Journal of Ophthalmology June 2024 262:107-113

Predicting Classification Accuracy When Adding New Unobserved Classes

Authors: Slavutsky, Yuli, Benjamini, Yuval

Source: International Conference on Learning Representations (ICLR), 2021

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2010.15011

Gender homophily and gender distribution in social networks: The case of older adults in long term care settings

Authors: Levinson, Maayan, Ayalon, Liat, Benjamini, Yuval

Source: SOCIAL NETWORKS. 71:70-79

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100172898976.0x000001&indx=1&recIds=ETOCvdc_100172898976.0x000001

Modeling dependency structures in 450k DNA methylation data

Authors: Nustad, Haakon E, Steinsland, Ingelin, Ollikainen, Miina, Cazaly, Emma, Kaprio, Jaakko, Benjamini, Yuval, Gervin, Kristina, Lyle, Robert

Source: Bioinformatics. 38(4):885-891

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100139698497.0x000001&indx=1&recIds=ETOCvdc_100139698497.0x000001

Extrapolating Expected Accuracies for Large Multi-Class Problems

Authors: Zheng, Charles, Achanta, Rakesh, Benjamini, Yuval

Subject Terms: Statistics - Machine Learning, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Learning

Access URL: http://arxiv.org/abs/1712.09713

Better-Than-Chance Classification for Signal Detection

Authors: Rosenblatt, Jonathan D., Benjamini, Yuval, Gilron, Roee, Mukamel, Roy, Goeman, Jelle J.

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/1608.08873

How many faces can be recognized? Performance extrapolation for multi-class classification

Authors: Zheng, Charles Y., Achanta, Rakesh, Benjamini, Yuval

Subject Terms: Statistics - Machine Learning, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Information Theory, Computer Science - Learning

Access URL: http://arxiv.org/abs/1606.05228

Estimating mutual information in high dimensions via classification error

Authors: Zheng, Charles Y., Benjamini, Yuval

Subject Terms: Statistics - Machine Learning, Computer Science - Information Theory

Access URL: http://arxiv.org/abs/1606.05229

Onset, duration and unresolved symptoms, including smell and taste changes, in mild COVID-19 infection: a cohort study in Israeli patients

Authors: Klein, Hadar, Asseo, Kim, Karni, Noam, Benjamini, Yuval, Nir-Paz, Ran, Muszkat, Mordechai, Israel, Sarah, Niv, Masha Y.

Source: In Clinical Microbiology and Infection May 2021 27(5):769-774

Spherical equivalent prediction analysis in intraocular lens power calculations using Eyetemis: a comprehensive approach.

Authors: Kan-Tor, Yoav, Abulafia, Adi, Zadok, David, Kohnen, Thomas, Savini, Giacomo, Hoffer, Kenneth J., Benjamini, Yuval

Source: Journal of Cataract & Refractive Surgery; Nov2024, Vol. 50 Issue 11, p1128-1134, 7p

The shuffle estimator for explainable variance in fMRI experiments

Authors: Benjamini, Yuval, Yu, Bin

Source: Annals of Applied Statistics 2013, Vol. 7, No. 4, 2007-2033

Subject Terms: Statistics - Applications

Access URL: http://arxiv.org/abs/1401.2722

Selection-Corrected Statistical Inference for Region Detection With High-Throughput Assays

Authors: Benjamini, Yuval, Taylor, Jonathan, Irizarry, Rafael A.

Source: Journal of the American Statistical Association. 114(527):1351-1365

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100089525943.0x000001&indx=1&recIds=ETOCvdc_100089525943.0x000001

Corridengum to: Self-Rated Smell Ability Enables Highly Specific Predictors of COVID-19 Status: A Case–Control Study in Israel

Authors: Karni, Noam, Klein, Hadar, Asseo, Kim, Benjamini, Yuval, Israel, Sarah, Nimri, Musa, Olstein, Keren, Nir-Paz, Ran, Hershko, Alon, Muszkat, Mordechai, Niv, Masha Y

Source: Open forum infectious diseases. 8(12)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100138611824.0x000001&indx=1&recIds=ETOCvdc_100138611824.0x000001

Cell Lineage Analysis in Human Brain Using Endogenous Retroelements

Authors: Evrony, Gilad D., Lee, Eunjung, Mehta, Bhaven K., Benjamini, Yuval, Johnson, Robert M., Cai, Xuyu, Yang, Lixing, Haseley, Psalm, Lehmann, Hillel S., Park, Peter J., Walsh, Christopher A.

Source: In Neuron 7 January 2015 85(1):49-59