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2020 – today
- 2024
[j2]Wei Xia
, Ilija Ilievski, Christine Ann Shoemaker:
Enhancing algal bloom forecasting: A novel framework for machine learning performance evaluation during periods of special temporal patterns. Environ. Model. Softw. 180: 106164 (2024)- [j1]Danny D'Agostino, Ilija Ilievski, Christine Annette Shoemaker:
Learning active subspaces and discovering important features with Gaussian radial basis functions neural networks. Neural Networks 176: 106335 (2024) - [c5]Chen Huang, Yiping Jin, Ilija Ilievski, Wenqiang Lei, Jiancheng Lv:
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation. ACL (1) 2024: 10660-10675 - [i7]Chen Huang, Yiping Jin, Ilija Ilievski, Wenqiang Lei, Jiancheng Lv:
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation. CoRR abs/2405.11912 (2024) - 2023
- [i6]Danny D'Agostino, Ilija Ilievski, Christine Annette Shoemaker:
Learning Active Subspaces and Discovering Important Features with Gaussian Radial Basis Functions Neural Networks. CoRR abs/2307.05639 (2023)
2010 – 2019
- 2019
- [i5]Michael Poli, Jinkyoo Park, Ilija Ilievski:
WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series. CoRR abs/1909.10801 (2019) - 2017
- [c4]Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine Annette Shoemaker:
Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates. AAAI 2017: 822-829 - [c3]Wenqiang Lei, Xuancong Wang, Meichun Liu, Ilija Ilievski, Xiangnan He, Min-Yen Kan:
SWIM: A Simple Word Interaction Model for Implicit Discourse Relation Recognition. IJCAI 2017: 4026-4032 - [c2]Ilija Ilievski, Jiashi Feng:
Generative Attention Model with Adversarial Self-learning for Visual Question Answering. ACM Multimedia (Thematic Workshops) 2017: 415-423 - [c1]Ilija Ilievski, Jiashi Feng:
Multimodal Learning and Reasoning for Visual Question Answering. NIPS 2017: 551-562 - [i4]Ilija Ilievski, Jiashi Feng:
A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering Models. CoRR abs/1708.00584 (2017) - 2016
- [i3]Ilija Ilievski, Shuicheng Yan, Jiashi Feng:
A Focused Dynamic Attention Model for Visual Question Answering. CoRR abs/1604.01485 (2016) - [i2]Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine A. Shoemaker:
Hyperparameter Optimization of Deep Neural Networks Using Non-Probabilistic RBF Surrogate Model. CoRR abs/1607.08316 (2016) - [i1]Ilija Ilievski, Jiashi Feng:
Hyperparameter Transfer Learning through Surrogate Alignment for Efficient Deep Neural Network Training. CoRR abs/1608.00218 (2016)
Coauthor Index
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