Aria Masoomi - RankMe

28 papers A* 5A 4Misc 1Journal 18

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Axiomatic Explainer Globalness via Optimal Transport. AISTATS Davin Hill, Joshua T. Bone, Aria Masoomi, Max Torop, Jennifer G. Dy
2025	J	`jnl`	DISCO: Disentangled Communication Steering for Large Language Models. CoRR Max Torop, Aria Masoomi, Masih Eskandar, Jennifer G. Dy
2025	J	`jnl`	OrdShap: Feature Position Importance for Sequential Black-Box Models. CoRR Davin Hill, Brian L. Hill, Aria Masoomi, Vijay S. Nori, Robert E. Tillman, Jennifer G. Dy
2024	A	`conf`	Analyzing Explainer Robustness via Probabilistic Lipschitzness of Prediction Functions. AISTATS Zulqarnain Khan, Davin Hill, Aria Masoomi, Joshua T. Bone, Jennifer G. Dy
2024	J	`jnl`	Axiomatic Explainer Globalness via Optimal Transport. CoRR Davin Hill, Joshua T. Bone, Aria Masoomi, Max Torop, Jennifer G. Dy
2024	A	`conf`	Boundary-Aware Uncertainty for Feature Attribution Explainers. AISTATS Davin Hill, Aria Masoomi, Max Torop, Sandesh Ghimire, Jennifer G. Dy
2023	J	`jnl`	Divide and Compose with Score Based Generative Models. CoRR Sandesh Ghimire, Armand Comas Massague, Davin Hill, Aria Masoomi, Octavia I. Camps, Jennifer G. Dy
2023	J	`jnl`	Explanations of Black-Box Models based on Directional Feature Interactions. CoRR Aria Masoomi, Davin Hill, Zhonghui Xu, Craig P. Hersh, Edwin K. Silverman, Peter J. Castaldi, Stratis Ioannidis, Jennifer G. Dy
2023	J	`jnl`	Geometry of Score Based Generative Models. CoRR Sandesh Ghimire, Jinyang Liu, Armand Comas Massague, Davin Hill, Aria Masoomi, Octavia I. Camps, Jennifer G. Dy
2023	Misc	`conf`	Inv-Senet: Invariant Self Expression Network for Clustering Under Biased Data. ICASSP Ashutosh Singh, Ashish Singh, Aria Masoomi, Tales Imbiriba, Erik G. Learned-Miller, Deniz Erdogmus
2023	A*	`conf`	SmoothHess: ReLU Network Feature Interactions via Stein's Lemma. NeurIPS Max Torop, Aria Masoomi, Davin Hill, Kivanç Köse, Stratis Ioannidis, Jennifer G. Dy
2023	J	`jnl`	SmoothHess: ReLU Network Feature Interactions via Stein's Lemma. CoRR Max Torop, Aria Masoomi, Davin Hill, Kivanç Köse, Stratis Ioannidis, Jennifer G. Dy
2022	J	`jnl`	Analyzing the Effects of Classifier Lipschitzness on Explainers. CoRR Zulqarnain Khan, Aria Masoomi, Davin Hill, Jennifer G. Dy
2022	J	`jnl`	Deep Bayesian Unsupervised Lifelong Learning. Neural Networks Tingting Zhao, Zifeng Wang, Aria Masoomi, Jennifer G. Dy
2022	A	`conf`	Deep Layer-wise Networks Have Closed-Form Weights. AISTATS Chieh Tzu Wu, Aria Masoomi, Arthur Gretton, Jennifer G. Dy
2022	J	`jnl`	Explanation Uncertainty with Decision Boundary Awareness. CoRR Davin Hill, Aria Masoomi, Sandesh Ghimire, Max Torop, Jennifer G. Dy
2022	A*	`conf`	Explanations of Black-Box Models based on Directional Feature Interactions. ICLR Aria Masoomi, Davin Hill, Zhonghui Xu, Craig P. Hersh, Edwin K. Silverman, Peter J. Castaldi, Stratis Ioannidis, Jennifer G. Dy
2022	J	`jnl`	Inv-SENnet: Invariant Self Expression Network for clustering under biased data. CoRR Ashutosh Singh, Ashish Singh, Aria Masoomi, Tales Imbiriba, Erik G. Learned-Miller, Deniz Erdogmus
2021	J	`jnl`	Deep Bayesian Unsupervised Lifelong Learning. CoRR Tingting Zhao, Zifeng Wang, Aria Masoomi, Jennifer G. Dy
2021	J	`jnl`	Improved prediction of smoking status via isoform-aware RNA-seq deep learning models. PLoS Comput. Biol. Zifeng Wang, Aria Masoomi, Zhonghui Xu, Adel Boueiz, Sool Lee, Tingting Zhao, Russell Bowler, Michael H. Cho, Edwin K. Silverman, Craig P. Hersh, Jennifer G. Dy, Peter J. Castaldi
2021	A*	`conf`	Reliable Estimation of KL Divergence using a Discriminator in Reproducing Kernel Hilbert Space. NeurIPS Sandesh Ghimire, Aria Masoomi, Jennifer G. Dy
2021	J	`jnl`	Reliable Estimation of KL Divergence using a Discriminator in Reproducing Kernel Hilbert Space. CoRR Sandesh Ghimire, Aria Masoomi, Jennifer G. Dy
2021	A*	`conf`	Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness. NeurIPS Zifeng Wang, Tong Jian, Aria Masoomi, Stratis Ioannidis, Jennifer G. Dy
2021	J	`jnl`	Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness. CoRR Zifeng Wang, Tong Jian, Aria Masoomi, Stratis Ioannidis, Jennifer G. Dy
2020	A*	`conf`	Instance-wise Feature Grouping. NeurIPS Aria Masoomi, Chieh Wu, Tingting Zhao, Zifeng Wang, Peter J. Castaldi, Jennifer G. Dy
2020	J	`jnl`	Kernel Dependence Network. CoRR Chieh Wu, Aria Masoomi, Arthur Gretton, Jennifer G. Dy
2020	J	`jnl`	Layer-wise Learning of Kernel Dependence Networks. CoRR Chieh Wu, Aria Masoomi, Arthur Gretton, Jennifer G. Dy
2019	J	`jnl`	Adaptive Nonparametric Variational Autoencoder. CoRR Tingting Zhao, Zifeng Wang, Aria Masoomi, Jennifer G. Dy