プロフィール詳細

プロジェクトを作成

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Alperen E.に依頼

United States

Research and Data Scientist with background in algorithms development and mathematics

プロフィール概要

Trained at Carnegie Mellon Computer Science, TU Berlin Algorithmic Mathematics, and Texas A&M Mathematics. Has extensive knowledge in algorithms, mathematics, optimization, computational geometry, probability, and reinforcement learning. Current projects include astrophysics data analysis using graph neural nets, training RL agents to improve computational algebra methods, probabilistic modeling of certain iterative processes, and algorithm design for some problems from computational geometry.

専門分野

• ☆ Data Analysis
• ☆ Algorithm Design
• ☆ Machine Learning
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Applied Mathematics
• ☆ Mathematical Optimization
• ☆ Group Theory
• ☆ Computational Mathematics
• ☆ Pure Mathematics
• ☆ Algebra
• ☆ Mathematical Analysis
• ☆ Geometry
• ☆ Topology
• ☆ Graph Theory
• ☆ Discrete Mathematics
• ☆ Decision Science
• ☆ Python
• ☆ Tensorflow
• ☆ Scikit-learn

サービス

• Research
• Data & AI

Research Gray Literature Search, Scientific and Technical Research

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Text Mining & Analytics, Data Mining

職務経験

Assistant Professor

The University of Texas at San Antonio

8月 2020 - 現在

Postdoctoral Researcher

Carnegie Mellon University

9月 2019 - 8月 2020

Technische Universität Berlin

5月 2017 - 8月 2019

NC State University

8月 2016 - 5月 2017

Graduate Research Assistant / Research Assistant

Texas A&M University

9月 2011 - 8月 2016

学歴

PhD (Mathematics)

Texas A&M University

9月 2011 - 8月 2016

認定資格

• 認定資格の詳細は未入力です。

出版物

CONFERENCE PAPER

Alperen Ergur, Weixun Deng, Grigoris Paouris, J. Maurice Rojas (2024). Feasibility of Circuit Polynomials without Purple Swans: Feasibility without Purple Swans .

Alperen A. Ergur, Alperen Ergür, Josué Tonelli-Cueto, Elias Tsigaridas(2022). Beyond Worst-Case Analysis for Root Isolation Algorithms . Proceedings of the 2022 International Symposium on Symbolic and Algebraic Computation. {ACM}

JOURNAL ARTICLE

Alperen A. Ergür, Jesus Rebollo Bueno, Petros Valettas (2023). Approximate Real Symmetric Tensor Rank . Arnold Mathematical Journal.

Alperen A. Ergür, Timo de Wolff (2023). A Polyhedral Homotopy Algorithm for Real Zeros . Arnold Mathematical Journal.

Alperen A. Ergür, Timo de Wolff(2022). A Polyhedral Homotopy Algorithm for Real Zeros . Arnold Mathematical Journal. Springer Science and Business Media {LLC}

Alperen A. Ergur, Felipe Cucker, Alperen A. Ergür, Josué Tonelli-Cueto(2022). On the Complexity of the Plantinga–Vegter Algorithm . Discrete & Computational Geometry. 68. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 664--708. Springer Science and Business Media {LLC}

Alperen A. Ergur, M. Levent Doğan, Alperen A. Ergür, Jake D. Mundo, Elias Tsigaridas(2022). The Multivariate Schwartz--Zippel Lemma . SIAM Journal on Discrete Mathematics. 36. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 888--910. Society for Industrial {\&} Applied Mathematics ({SIAM})

Alperen A. Ergur, Amin Coja‐Oghlan, Alperen A. Ergür, Pu Gao, Samuel Hetterich, Maurice Rolvien(2022). The rank of sparse random matrices . Random Structures & Algorithms. Wiley

Felipe Cucker, Alperen A. Ergür, Josué Tonelli-Cueto (2022). Functional norms, condition numbers and numerical algorithms in algebraic geometry . Forum of Mathematics, Sigma.

Alperen A. Ergur, Alperen Ergür, Grigoris Paouris, J. Rojas(2021). Smoothed analysis for the condition number of structured real polynomial systems . Mathematics of Computation. 90. (331). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2161--2184. American Mathematical Society ({AMS})

Alperen A. Ergür(2019). Approximating Nonnnegative Polynomials via Spectral Sparsification . SIAM Journal on Optimization. 29. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 852--873. Society for Industrial {\&} Applied Mathematics ({SIAM})

Alperen A. Ergür, Grigoris Paouris, J. Maurice Rojas(2019). Tropical varieties for exponential sums . Mathematische Annalen. Springer Nature

Peter Bürgisser, Alperen A. Ergür, Josué Tonelli-Cueto(2019). On the Number of Real Zeros of Random Fewnomials . SIAM Journal on Applied Algebra and Geometry. 3. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 721--732. Society for Industrial {\&} Applied Mathematics ({SIAM})

Alperen A. Ergür(2018). Multihomogeneous Nonnegative Polynomials and Sums of Squares . Discrete & Computational Geometry. 60. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 318--344. Springer Nature America, Inc

Alperen A. Ergür, Grigoris Paouris, J. Maurice Rojas(2018). Probabilistic Condition Number Estimates for Real Polynomial Systems I: A Broader Family of Distributions . Foundations of Computational Mathematics. Springer Nature