Navid Ansari

Joined

May 2022

Names

Navid Ansari (Preferred)

Emails

****@mpi-inf.mpg.de (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

Computer Graphics, Saarland Informatics Campus, Max-Planck Institute (mpi-inf.mpg.de)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Vahid Babaei

2020 – 2024

PhD Advisor

Hans-peter Seidel

2020 – 2024

Expertise

Neural inverse design

Neural Bayesian optimisation

2020 – 2024

Publications

Trustworthy Inverse Molecular Design via Alignment with Molecular Dynamics
Kevin Tirta Wijaya, Navid Ansari, Hans-peter Seidel, Vahid Babaei
- GenBio 2025 Poster
- Readers: Everyone
A Proximal Operator for Inducing 2:4-Sparsity
Jonas M. Kübler, Yu-Xiang Wang, Shoham Sabach, Navid Ansari, Matthäus Kleindessner, Kailash Budhathoki, Volkan Cevher, George Karypis
- Accepted by TMLR
- Readers: Everyone
A Proximal Operator for Inducing 2:4-Sparsity
Jonas M. Kübler, Yu-Xiang Wang, Shoham Sabach, Navid Ansari, Matthäus Kleindessner, Kailash Budhathoki, Volkan Cevher, George Karypis
- Submitted to ICML 2025
- Readers: Everyone
TrustMol: Trustworthy Inverse Molecular Design via Alignment with Molecular Dynamics
Kevin Tirta Wijaya, Navid Ansari, Hans-Peter Seidel, Vahid Babaei
- CoRR 2024
- Readers: Everyone
Large-Batch, Iteration-Efficient Neural Bayesian Design Optimization
Navid Ansari, Hans-peter Seidel, Vahid Babaei
- Submitted to ICLR 2024
- Readers: Everyone
Large-Batch, Neural Multi-Objective Bayesian Optimization
Navid Ansari, Hans-Peter Seidel, Vahid Babaei
- CoRR 2023
- Readers: Everyone
Autoinverse: Uncertainty Aware Inversion of Neural Networks
Navid Ansari, Hans-peter Seidel, Nima Vahidi Ferdowsi, Vahid Babaei
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Autoinverse: Uncertainty Aware Inversion of Neural Networks
Navid Ansari, Hans-Peter Seidel, Nima Vahidi Ferdowsi, Vahid Babaei
- NeurIPS 2022
- Readers: Everyone
Mixed integer neural inverse design
Navid Ansari, Hans-Peter Seidel, Vahid Babaei
- 2022 (modified: 16 Apr 2023)
- ACM Trans. Graph. 2022
- Readers: Everyone
Autoinverse: Uncertainty Aware Inversion of Neural Networks
Navid Ansari, Hans-Peter Seidel, Nima Vahidi Ferdowsi, Vahid Babaei
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone

View all 12 publications

Navid Ansari

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors