Alexandru Niculescu-Mizil

Quantitative Research Director, Qube Research and Technology

Joined

July 2019

Names

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Quantitative Research Director

Qube Research and Technology (qube-rt.com)

2025 – Present

Senior Researcher

NEC-Labs (nec-labs.com)

2010 – 2024

Advisors, Relations & Conflicts

Coauthor

Muhammad Haris Khan

2023 – 2023

Coauthor

Bistra Dilkina

2021 – 2021

PhD Advisor

Rich Caruana

2001 – 2008

Expertise

Multi-task learning

Present

Extreme classification

Present

Reasoning in Deep Learning

Present

Time series

Present

Publications

Hopper: Multi-hop Transformer for Spatiotemporal Reasoning
Honglu Zhou, Asim Kadav, Farley Lai, Alexandru Niculescu-Mizil, Martin Renqiang Min, Mubbasir Kapadia, Hans Peter Graf
- Published: 12 Jan 2021, Last Modified: 12 Oct 2025
- ICLR 2021 Poster
- Readers: Everyone
Supervised Feature Subset Selection and Feature Ranking for Multivariate Time Series without Feature Extraction
Shuchu Han, Alexandru Niculescu-Mizil
- 2020 (modified: 15 Feb 2023)
- CoRR 2020
- Readers: Everyone
On Separability of Loss Functions, and Revisiting Discriminative Vs Generative Models
Adarsh Prasad, Alexandru Niculescu-Mizil, Pradeep Ravikumar
- 2017 (modified: 11 Nov 2022)
- NIPS 2017
- Readers: Everyone
Label Filters for Large Scale Multilabel Classification
Alexandru Niculescu-Mizil, Ehsan Abbasnejad
- 2017 (modified: 18 May 2023)
- AISTATS 2017
- Readers: Everyone
Modeling and analytics for cyber-physical systems in the age of big data
Abhishek B. Sharma, Franjo Ivancic, Alexandru Niculescu-Mizil, Haifeng Chen, Guofei Jiang
- 2014 (modified: 14 Nov 2024)
- SIGMETRICS Perform. Evaluation Rev. 2014
- Readers: Everyone
Feature combination with Multi-Kernel Learning for fine-grained visual classification
Anelia Angelova, Alexandru Niculescu-Mizil
- 2014 (modified: 12 May 2025)
- WACV 2014
- Readers: Everyone
Developing Predictive Models Using Electronic Medical Records: Challenges and Pitfalls
Chris Paxton, Suchi Saria, Alexandru Niculescu-Mizil
- 2013 (modified: 28 May 2020)
- AMIA 2013
- Readers: Everyone
Controlling the Precision-Recall Tradeoff in Differential Dependency Network Analysis
Diane Oyen, Alexandru Niculescu-Mizil, Rachel Ostroff, Alex Stewart, Vincent P. Clark
- 2013 (modified: 06 Mar 2025)
- CoRR 2013
- Readers: Everyone
Bayesian models for Large-scale Hierarchical Classification
Siddharth Gopal, Yiming Yang, Bing Bai, Alexandru Niculescu-Mizil
- 2012 (modified: 11 Nov 2022)
- NIPS 2012
- Readers: Everyone
A Binary Classification Framework for Two-Stage Multiple Kernel Learning
Abhishek Kumar, Alexandru Niculescu-Mizil, Koray Kavukcuoglu, Hal Daumé III
- 2012 (modified: 16 Jul 2019)
- ICML 2012
- Readers: Everyone

View all 31 publications

Co-Authors

View all 56 co-authors