Alexander Ihler

Alexander Ihler

University of California, Irvine

H-index: 40

North America-United States

About Alexander Ihler

Alexander Ihler, With an exceptional h-index of 40 and a recent h-index of 27 (since 2020), a distinguished researcher at University of California, Irvine, specializes in the field of Artificial Intelligence, Machine Learning, Applied Statistics.

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

A Deep Q-Learning Connectivity-Aware Pheromone Mobility Model for Autonomous UAV Networks

A connectivity-aware pheromone mobility model for autonomous uav networks

A Deep Q-Learning based, Base-Station Connectivity-Aware, Decentralized Pheromone Mobility Model for Autonomous UAV Networks

Scale‐Separated Dynamic Mode Decomposition and Ionospheric Forecasting

Boosting AND/OR-based computational protein design: dynamic heuristics and generalizable UFO

Design amortization for Bayesian optimal experimental design

Accurate link lifetime computation in autonomous airborne UAV networks

Deep Learning Dynamic Mode Decomposition For Ionospheric Prediction

Alexander Ihler Information

University

Position

___

Citations(all)

7675

Citations(since 2020)

2427

Cited By

6470

hIndex(all)

40

hIndex(since 2020)

27

i10Index(all)

84

i10Index(since 2020)

43

Email

University Profile Page

University of California, Irvine

Google Scholar

View Google Scholar Profile

Alexander Ihler Skills & Research Interests

Artificial Intelligence

Machine Learning

Applied Statistics

Top articles of Alexander Ihler

Title

Journal

Author(s)

Publication Date

A Deep Q-Learning Connectivity-Aware Pheromone Mobility Model for Autonomous UAV Networks

Shreyas Devaraju

Alexander Ihler

Sunil Kumar

2023/2/20

A connectivity-aware pheromone mobility model for autonomous uav networks

Shreyas Devaraju

Alexander Ihler

Sunil Kumar

2023/1/8

A Deep Q-Learning based, Base-Station Connectivity-Aware, Decentralized Pheromone Mobility Model for Autonomous UAV Networks

arXiv preprint arXiv:2311.16409

Shreyas Devaraju

Alexander Ihler

Sunil Kumar

2023/11/28

Scale‐Separated Dynamic Mode Decomposition and Ionospheric Forecasting

Radio Science

Daniel J Alford‐Lago

Christopher W Curtis

Alexander T Ihler

Katherine A Zawdie

2023/8

Boosting AND/OR-based computational protein design: dynamic heuristics and generalizable UFO

Bobak Pezeshki

Radu Marinescu

Alexander Ihler

Rina Dechter

2023/7/2

Design amortization for Bayesian optimal experimental design

Proceedings of the AAAI Conference on Artificial Intelligence

Noble Kennamer

Steven Walton

Alexander Ihler

2023/6/26

Accurate link lifetime computation in autonomous airborne UAV networks

arXiv preprint arXiv:2202.00056

Shivam Garg

Alexander Ihler

Sunil Kumar

2022/1/31

Deep Learning Dynamic Mode Decomposition For Ionospheric Prediction

44th COSPAR Scientific Assembly. Held 16-24 July

Daniel Alford-Lago

Christopher Curtis

Alexander Ihler

2022/7

NeuroBE: NN Approximations to Bucket Elimination

Sakshi Agarwal

Kalev Kask

Alexander Ihler

Rina Dechter

2022/1/19

Be Like Water: Adaptive Floating Point for Machine Learning

Thomas Yeh

Max Sterner

Zerlina Lai

Brandon Chuang

Alexander Ihler

2022/6/28

A cross-layer, mobility and congestion-aware routing protocol for UAV networks

IEEE Transactions on Aerospace and Electronic Systems

Shivam Garg

Alexander Ihler

Elizabeth Serena Bentley

Sunil Kumar

2022/12/27

Reducing variance in temporal-difference value estimation via ensemble of deep networks

Litian Liang

Yaosheng Xu

Stephen McAleer

Dailin Hu

Alexander Ihler

...

2022/6/28

NeuroBE: Escalating neural network approximations of Bucket Elimination

Sakshi Agarwal

Kalev Kask

Alex Ihler

Rina Dechter

2022/8/17

NeuroBE: Escalating NN Approximations of Bucket Elimination

Sakshi Agarwal

Kalev Kask

Alexander Ihler

Rina Dechter

2022/5/20

Deep learning enhanced dynamic mode decomposition

Chaos: An Interdisciplinary Journal of Nonlinear Science

Daniel J Alford-Lago

Christopher W Curtis

Alexander T Ihler

Opal Issan

2022/3/1

AND/OR branch-and-bound for computational protein design optimizing K

Bobak Pezeshki

Radu Marinescu

Alexander Ihler

Rina Dechter

2022/8/17

Temporal-difference value estimation via uncertainty-guided soft updates

arXiv preprint arXiv:2110.14818

Litian Liang

Yaosheng Xu

Stephen McAleer

Dailin Hu

Alexander Ihler

...

2021/10/28

Scaling up AND/OR abstraction sampling

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence,{IJCAI} 2020

Kalev Kask

Bobak Pezeshki

Filjor Broka

Alexander Ihler

Rina Dechter

2020/7

A Deep Choice Model for Hiring Outcome Prediction in Online Labor Markets

International Journal Of Computers Communications & Control

Yixuan Ma

Zhenji Zhang

Alexander Ihler

2020/3/28

Multi-lane short-term traffic forecasting with convolutional LSTM network

IEEE Access

Yixuan Ma

Zhenji Zhang

Alexander Ihler

2020/2/17

See List of Professors in Alexander Ihler University(University of California, Irvine)

Co-Authors

H-index: 141
William T. Freeman

William T. Freeman

Massachusetts Institute of Technology

H-index: 105
soroosh sorooshian

soroosh sorooshian

University of California, Irvine

H-index: 102
Max Welling

Max Welling

Universiteit van Amsterdam

H-index: 101
Alan S. Willsky

Alan S. Willsky

Massachusetts Institute of Technology

H-index: 87
Padhraic Smyth

Padhraic Smyth

University of California, Irvine

H-index: 62
Rina Dechter

Rina Dechter

University of California, Irvine

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