Publications

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13 entries « 1 of 2 »

2022

1.
Grape Cold Hardiness Prediction via Multi-Task Learning

Aseem Saxena; Paola Pesantez-Cabrera; Rohan Ballapragada; Kin-Ho Lam; Markus Keller; Alan Fern

Grape Cold Hardiness Prediction via Multi-Task Learning Workshop

arXiv, 2022, (arXiv:2209.10585 [cs]).

Abstract | Links | BibTeX | Tags: AI, Farm Ops

2.
Extracting patterns in cold hardiness behavior using topological data analysis

Sejal Welankar; Paola Pesantez-Cabrera; Ananth Kalyanaraman

Extracting patterns in cold hardiness behavior using topological data analysis Workshop

arXiv, 2022.

Abstract | Links | BibTeX | Tags: AI, Farm Ops

3.
DendroMap: Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps

Donald Bertucci; Md Montaser Hamid; Yashwanthi Anand; Anita Ruangrotsakun; Delyar Tabatabai; Melissa Perez; Minsuk Kahng

DendroMap: Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps Miscellaneous

2022, (arXiv:2205.06935 [cs]).

Abstract | Links | BibTeX | Tags: AI, Human-Computer Interaction

4.
Hybrid Deep RePReL: Integrating Relational Planning and Reinforcement Learning for Information Fusion

Harsha Kokel; Nikhilesh Prabhakar; Balaraman Ravindran; Erik Blasch; Prasad Tadepalli; Sriraam Natarajan

Hybrid Deep RePReL: Integrating Relational Planning and Reinforcement Learning for Information Fusion Inproceedings

In: 2022 25th International Conference on Information Fusion (FUSION), pp. 1–8, 2022, ISBN: 978-1-73774-972-1.

Abstract | Links | BibTeX | Tags: AI

5.
Dynamic Time Warping based Adversarial Framework for Time-Series Domain

Taha Belkhouja; Yan Yan; Janardhan Rao Doppa

Dynamic Time Warping based Adversarial Framework for Time-Series Domain Inproceedings

In: arXiv, 2022, (arXiv:2207.04308 [cs]).

Abstract | Links | BibTeX | Tags: AI

6.
Out-of-Distribution Detection in Time-Series Domain: A Novel Seasonal Ratio Scoring Approach

Taha Belkhouja; Yan Yan; Janardhan Rao Doppa

Out-of-Distribution Detection in Time-Series Domain: A Novel Seasonal Ratio Scoring Approach Inproceedings

In: arXiv, 2022, (arXiv:2207.04306 [cs]).

Abstract | Links | BibTeX | Tags: AI

7.
Special report: The AgAID AI institute for transforming workforce and decision support in agriculture

Ananth Kalyanaraman; Margaret Burnett; Alan Fern; Lav Khot; Joshua Viers

Special report: The AgAID AI institute for transforming workforce and decision support in agriculture Journal Article

In: Computers and Electronics in Agriculture, vol. 197, pp. 106944, 2022, ISSN: 0168-1699.

Abstract | Links | BibTeX | Tags: AI, Education, Farm Ops, Humans, Labor, Water

8.
Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis

Taha Belkhouja; Yan Yan; Janardhan Rao Doppa

Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis Journal Article

In: Proceedings of the AAAI Conference on Artificial Intelligence, vol. 36, no. 6, pp. 6055–6063, 2022, ISSN: 2374-3468, 2159-5399.

Abstract | Links | BibTeX | Tags: AI

9.
Offline Policy Comparison with Confidence: Benchmarks and Baselines

Anurag Koul; Mariano Phielipp; Alan Fern

Offline Policy Comparison with Confidence: Benchmarks and Baselines Miscellaneous

2022, (arXiv:2205.10739 [cs]).

Abstract | Links | BibTeX | Tags: AI

10.
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features

Taha Belkhouja; Janardhan Rao Doppa

Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features Journal Article

In: Journal of Artificial Intelligence Research, vol. 73, pp. 1435–1471, 2022, ISSN: 1076-9757.

Abstract | Links | BibTeX | Tags: AI

13 entries « 1 of 2 »