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40

Topological Methods in Machine Learning: A Tutorial for Practitioners

4 September 2024 by Baris Coskunuzer and Cüneyt Gürcan Akçora

Machine Learning, Computational Geometry

Geometric Bounds for Persistence

20 March 2024 by Alexey Balitskiy and others

Algebraic Topology, Metric Geometry

EMP: Effective Multidimensional Persistence for Graph Representation Learning

24 January 2024 by Ignacio Segovia-Dominguez and others

Machine Learning, Artificial Intelligence

Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence

24 January 2024 by Baris Coskunuzer and others

Machine Learning, Artificial Intelligence

Chainlet Orbits: Topological Address Embedding for the Bitcoin Blockchain

18 May 2023 by Poupak Azad and others

Cryptography and Security, Machine Learning

Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT

24 November 2022 by Cüneyt Gürcan Akçora and others

Machine Learning, Computational Geometry

ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery

7 November 2022 by Andac Demir and others

Machine Learning, Artificial Intelligence

Topological Relational Learning on Graphs

29 October 2021 by Yuzhou Chen and others

Machine Learning

Geometric Approaches on Persistent Homology

7 June 2021 by Henry Adams and Baris Coskunuzer

Algebraic Topology, Computational Geometry

Existence of Embedded Minimal Disks

1 March 2021 by Baris Coskunuzer

Differential Geometry, Geometric Topology

Minimal Surfaces in \mathbb{H}_2\times \mathbb{R}: Nonfillable Curves

14 August 2020 by Baris Coskunuzer

Differential Geometry

Asymptotic Plateau Problem in H^2xR: Tall Curves

31 May 2020 by Baris Coskunuzer

Differential Geometry

Constant Mean Curvature Surfaces in Homology Classes

2 January 2020 by Baris Coskunuzer

Differential Geometry, Geometric Topology

Minimal Surfaces in Hyperbolic 3-manifolds

28 December 2019 by Baris Coskunuzer

Differential Geometry, Geometric Topology

Minimal Surfaces in H^2xR

27 August 2019 by Baris Coskunuzer

Differential Geometry, Geometric Topology

Asymptotic Plateau Problem in H2xR

3 January 2018 by Baris Coskunuzer

Differential Geometry, Geometric Topology

Embedded H-Planes in Hyperbolic 3-Space

8 May 2017 by Baris Coskunuzer

Differential Geometry, Geometric Topology

Non-properly Embedded H-Planes in H^2xR

27 April 2017 by Baris Coskunuzer and others

Differential Geometry

Embeddedness of the solutions to the H-Plateau Problem

16 February 2017 by Baris Coskunuzer

Differential Geometry, Geometric Topology

Asymptotic H-Plateau Problem in Hyperbolic 3-space

4 May 2015 by Baris Coskunuzer

Differential Geometry, Geometric Topology

Non-properly Embedded H-Planes in Hyperbolic 3-Space

16 March 2015 by Baris Coskunuzer and others

Differential Geometry

Minimal Surfaces with Arbitrary Topology in H^2xR

22 September 2014 by Baris Coskunuzer

Differential Geometry, Geometric Topology

H-Surfaces with Arbitrary Topology in Hyperbolic 3-Space

19 November 2013 by Baris Coskunuzer

Differential Geometry, Geometric Topology

Examples of Area Minimizing Surfaces in 3-manifolds

16 October 2012 by Baris Coskunuzer

Differential Geometry, Geometric Topology

Uniqueness of Area Minimizing Surfaces for Extreme Curves

19 July 2012 by Baris Coskunuzer and Tolga Etgu

Differential Geometry, Geometric Topology

Area minimizing surfaces in mean convex 3-manifolds

15 July 2012 by Theodora Bourni and Baris Coskunuzer

Differential Geometry, Geometric Topology

Non-properly Embedded Minimal Planes in Hyperbolic 3-Space

20 January 2011 by Baris Coskunuzer

Differential Geometry, Geometric Topology

Embedded Plateau Problem

12 May 2010 by Baris Coskunuzer

Differential Geometry, Geometric Topology

Asymptotic Plateau Problem

1 April 2010 by Baris Coskunuzer

Differential Geometry, Geometric Topology

Nonuniqueness of the solutions to the asymptotic Plateau problem

2 October 2009 by Baris Coskunuzer

Differential Geometry, Geometric Topology

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Differential Geometry Geometric Topology Machine Learning Algebraic Topology Artificial Intelligence Computational Geometry Metric Geometry Cryptography and Security Quantitative Methods Analysis of PDEs