Ana Milanova

Ana Milanova

Rensselaer Polytechnic Institute

H-index: 20

North America-United States

About Ana Milanova

Ana Milanova, With an exceptional h-index of 20 and a recent h-index of 13 (since 2020), a distinguished researcher at Rensselaer Polytechnic Institute, specializes in the field of Program Analysis, Software Engineering, Programming Languages.

His recent articles reflect a diverse array of research interests and contributions to the field:

Principled and practical static analysis for Python: Weakest precondition inference of hyperparameter constraints

Combine: compilation and backend-independent vectorization for multi-party computation

Privacy Tradeoffs in Vertical Federated Learning

The raise of machine learning hyperparameter constraints in Python code

Complex Python features in the wild

Extracting hyperparameter constraints from code

Python 3 types in the wild: a tale of two type systems

FlowCFL: generalized type-based reachability analysis: graph reduction and equivalence of CFL-based and type-based reachability

Ana Milanova Information

University

Position

___

Citations(all)

2346

Citations(since 2020)

582

Cited By

1954

hIndex(all)

20

hIndex(since 2020)

13

i10Index(all)

34

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Ana Milanova Skills & Research Interests

Program Analysis

Software Engineering

Programming Languages

Top articles of Ana Milanova

Principled and practical static analysis for Python: Weakest precondition inference of hyperparameter constraints

Software: Practice and Experience

2024/3

Ana Milanova
Ana Milanova

H-Index: 12

Combine: compilation and backend-independent vectorization for multi-party computation

2023/11/15

Privacy Tradeoffs in Vertical Federated Learning

2023/7/2

The raise of machine learning hyperparameter constraints in Python code

2022/7/18

Ana Milanova
Ana Milanova

H-Index: 12

Complex Python features in the wild

2022/5/23

Yi Yang
Yi Yang

H-Index: 2

Ana Milanova
Ana Milanova

H-Index: 12

Extracting hyperparameter constraints from code

2021/5/7

Ana Milanova
Ana Milanova

H-Index: 12

Python 3 types in the wild: a tale of two type systems

2020/11/17

Ana Milanova
Ana Milanova

H-Index: 12

FlowCFL: generalized type-based reachability analysis: graph reduction and equivalence of CFL-based and type-based reachability

Proceedings of the ACM on Programming Languages

2020/11/13

Ana Milanova
Ana Milanova

H-Index: 12

FlowCFL: A framework for type-based reachability analysis in the presence of mutable data

arXiv preprint arXiv:2005.06496

2020/5/13

Ana Milanova
Ana Milanova

H-Index: 12

SecureMCMR: Computation outsourcing for mapreduce applications

2020

Ana Milanova
Ana Milanova

H-Index: 12

Formalizing event-driven behavior of serverless applications

2020

See List of Professors in Ana Milanova University(Rensselaer Polytechnic Institute)

Co-Authors

academic-engine