Personal profile
Research interests
- statistical learning
- high-dimensional inference
- nonparametric curve estimation and related problems
- wavelets in statistics
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Dive into the research topics where Felix Abramovich is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Classification by sparse generalized additive models
Abramovich, F., 2024, In: Electronic Journal of Statistics. 18, 1, p. 2021-2041 21 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Generalization Error Bounds for Multiclass Sparse Linear Classifiers
Levy, T. & Abramovich, F., 2023, In: Journal of Machine Learning Research. 24, p. 7217 - 7251 35 p., 151.Research output: Contribution to journal › Article › peer-review
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Statistical theory: A concise introduction
Abramovich, F. & Ritov, Y., 23 Dec 2022, Second ed. Boca Raton. 237 p. (Chapman and Hall/CRC texts in statistical science)Tel Aviv University, The Hebrew University of Jerusalem
Research output: Book/Report › Book › peer-review
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Multiclass classification by sparse multinomial logistic regression
Abramovich, F., Grinshtein, V. & Levy, T., Jul 2021, In: IEEE Transactions on Information Theory. 67, 7, p. 4637-4646 10 p., 9410597.Research output: Contribution to journal › Article › peer-review
Open Access -
Artificial detection of lower-frequency periodicity in climatic studies by wavelet analysis demonstrated on synthetic time series
Hochman, A., Saaroni, H., Abramovich, F. & Alpert, P., 2019, In: Journal of Applied Meteorology and Climatology. 58, 9, p. 2077-2086 10 p.Research output: Contribution to journal › Article › peer-review
Open Access