Nia, Vahid Partovi

1. KronA: Parameter Efficient Tuning with Kronecker Adapter
   2022/12/20 by Ali Edalati, Marzieh S. Tahaei, Edalati, Ali +9 · 13 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
2. Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition
   2021/09/29 by Hameed, Marawan Gamal Abdel, Tahaei, Marzieh S., Mosleh, Ali +1 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Demystifying and Generalizing BinaryConnect
   2021/10/25 by Dockhorn, Tim, Yu, Yaoliang, Sari, Eyyüb +2 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. S³: Sign-Sparse-Shift Reparametrization for Effective Training of Low-bit Shift Networks
   2021/07/07 by Xinlin Li, Li, Xinlin, Bang Liu +9 · 2 citations
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
5. Is Integer Arithmetic Enough for Deep Learning Training?
   2022/07/18 by Alireza Ghaffari, Ghaffari, Alireza, Marzieh S. Tahaei +7 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Computational Complexity (cs.CC) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
6. DenseShift: Towards Accurate and Efficient Low-Bit Power-of-Two Quantization
   2022/08/20 by Xinlin Li, Li, Xinlin, Bang Liu +9 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
7. A Convergence Diagnostic for Bayesian Clustering
   2017/12/07 by Asgharian, Masoud, Lysy, Martin, Nia, Vahid Partovi · 1 citation
   #Computation (stat.CO) #FOS: Computer and information sciences
8. Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models
   2018/09/23 by Hu, Shoubo, Chen, Zhitang, Nia, Vahid Partovi +2 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. Differentiable Mask for Pruning Convolutional and Recurrent Networks
   2019/09/10 by Ramakrishnan, Ramchalam Kinattinkara, Sari, Eyyüb, Nia, Vahid Partovi · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
10. Qini-based Uplift Regression
    2019/11/28 by Belbahri, Mouloud, Murua, Alejandro, Gandouet, Olivier +1 · 1 citation
    #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
11. Importance of Data Loading Pipeline in Training Deep Neural Networks
    2020/04/21 by Zolnouri, Mahdi, Li, Xinlin, Nia, Vahid Partovi · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. Kronecker Decomposition for GPT Compression
    2021/10/15 by Ali Edalati, Marzieh S. Tahaei, Edalati, Ali +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
13. On the Convergence of Stochastic Gradient Descent in Low-precision Number Formats
    2023/01/04 by Cacciola, Matteo, Frangioni, Antonio, Asgharian, Masoud +2 · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
14. Understanding Neural Network Binarization with Forward and Backward Proximal Quantizers
    2024/02/27 by Yiwei Lu, Lu, Yiwei, Yaoliang Yu +5 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications