Junier Oliva

About Junier Oliva

Junier Oliva, With an exceptional h-index of 18 and a recent h-index of 17 (since 2020), a distinguished researcher at University of North Carolina at Chapel Hill, specializes in the field of Machine Learning.

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

Phoneme hallucinator: One-shot voice conversion via set expansion

A Unified Model for Longitudinal Multi-Modal Multi-View Prediction with Missingness

Acquisition Conditioned Oracle for Nongreedy Active Feature Acquisition

Deeply Learned Generalized Linear Models with Missing Data

Supporting Information for Deeply-Learned Generalized Linear Models with Missing Data

Continuously parameterized mixture models

Nrtsi: Non-recurrent time series imputation

Anomaly Detection via Gumbel Noise Score Matching

Junier Oliva Information

University

Position

Assistant Professor

Citations(all)

1340

Citations(since 2020)

1093

Cited By

581

hIndex(all)

18

hIndex(since 2020)

17

i10Index(all)

26

i10Index(since 2020)

22

Email

University Profile Page

Google Scholar

Junier Oliva Skills & Research Interests

Machine Learning

Top articles of Junier Oliva

Title

Journal

Author(s)

Publication Date

Phoneme hallucinator: One-shot voice conversion via set expansion

Proceedings of the AAAI Conference on Artificial Intelligence

Siyuan Shan

Yang Li

Amartya Banerjee

Junier B Oliva

2024/3/24

A Unified Model for Longitudinal Multi-Modal Multi-View Prediction with Missingness

arXiv preprint arXiv:2403.12211

Boqi Chen

Junier Oliva

Marc Niethammer

2024/3/18

Acquisition Conditioned Oracle for Nongreedy Active Feature Acquisition

arXiv preprint arXiv:2302.13960

Michael Valancius

Max Lennon

Junier Oliva

2023/2/27

Deeply Learned Generalized Linear Models with Missing Data

Journal of Computational and Graphical Statistics

David K Lim

Naim U Rashid

Junier B Oliva

Joseph G Ibrahim

2023/12/12

Supporting Information for Deeply-Learned Generalized Linear Models with Missing Data

David K Lim

Naim U Rashid

Junier B Oliva

Joseph G Ibrahim

2023/9/24

Continuously parameterized mixture models

Christopher M Bender

Yifeng Shi

Marc Niethammer

Junier Oliva

2023/7/3

Nrtsi: Non-recurrent time series imputation

ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Siyuan Shan

Yang Li

Junier B Oliva

2023/6/4

Anomaly Detection via Gumbel Noise Score Matching

arXiv preprint arXiv:2304.03220

Ahsan Mahmood

Junier Oliva

Martin Styner

2023/4/6

Interpretable Single-Cell Set Classification with Kernel Mean Embeddings

arXiv preprint arXiv:2201.07322

Siyuan Shan

Vishal Baskaran

Haidong Yi

Jolene Ranek

Natalie Stanley

...

2022/1

Posterior matching for arbitrary conditioning

Advances in Neural Information Processing Systems

Ryan Strauss

Junier B Oliva

2022/12/6

Learning to retrieve videos by asking questions

Avinash Madasu

Junier Oliva

Gedas Bertasius

2022/10/10

Transparent single-cell set classification with kernel mean embeddings

Siyuan Shan

Vishal Athreya Baskaran

Haidong Yi

Jolene Ranek

Natalie Stanley

...

2022/8/7

Distribution-based sketching of single-cell samples

Vishal Athreya Baskaran

Jolene Ranek

Siyuan Shan

Natalie Stanley

Junier B Oliva

2022/8/7

Towards robust active feature acquisition

arXiv preprint arXiv:2107.04163

Yang Li

Siyuan Shan

Qin Liu

Junier B Oliva

2021/7/9

Partially observed exchangeable modeling

Yang Li

Junier Oliva

2021/7/1

Arbitrary conditional distributions with energy

Advances in Neural Information Processing Systems

Ryan Strauss

Junier B Oliva

2021/12/6

Active feature acquisition with generative surrogate models

Yang Li

Junier Oliva

2021/7/1

Practical integration via separable bijective networks

Christopher M Bender

Patrick Emmanuel

Michael K Reiter

Junier Oliva

2021/10/6

Unsupervised Imputation of Non-ignorably Missing Data Using Importance-Weighted Autoencoders

arXiv preprint arXiv:2101.07357

David K Lim

Naim U Rashid

Junier B Oliva

Joseph G Ibrahim

2021/1/18

Hypothesis Driven Coordinate Ascent for Reinforcement Learning

John Kenton Moore

Junier Oliva

2021/10/6

See List of Professors in Junier Oliva University(University of North Carolina at Chapel Hill)