Ali Ghodsi
University of Waterloo
H-index: 48
North America-Canada
Top articles of Ali Ghodsi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Function creation for database execution of deep learning model | 2023/3/7 | ||
Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference | arXiv preprint arXiv:2309.08968 | Parsa Kavehzadeh Mojtaba Valipour Marzieh Tahaei Ali Ghodsi Boxing Chen | 2023/9/16 |
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling | arXiv preprint arXiv:2402.18508 | Mahdi Karami Ali Ghodsi | 2024/2/28 |
QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning | arXiv preprint arXiv:2402.10462 | Hossein Rajabzadeh Mojtaba Valipour Tianshu Zhu Marzieh Tahaei Hyock Ju Kwon | 2024/2/16 |
WERank: Towards Rank Degradation Prevention for Self-Supervised Learning Using Weight Regularization | arXiv preprint arXiv:2402.09586 | Ali Saheb Pasand Reza Moravej Mahdi Biparva Ali Ghodsi | 2024/2/14 |
Scalable Graph Self-Supervised Learning | arXiv preprint arXiv:2402.09603 | Ali Saheb Pasand Reza Moravej Mahdi Biparva Raika Karimi Ali Ghodsi | 2024/2/14 |
Learning Chemotherapy Drug Action via Universal Physics-Informed Neural Networks | arXiv preprint arXiv:2404.08019 | Lena Podina Ali Ghodsi Mohammad Kohandel | 2024/4/11 |
Locally linear embedding | Geometric Structure of High-Dimensional Data and Dimensionality Reduction | Jianzhong Wang Jianzhong Wang | 2012 |
Method and system for training a neural network model using gradual knowledge distillation | 2023/7/13 | ||
Uniform manifold approximation and projection (UMAP) | Benyamin Ghojogh Mark Crowley Fakhri Karray Ali Ghodsi | 2023/2/3 | |
Making Data Engineering Declarative | Conference on Innovative Data Systems Research (CIDR) | Michael Armbrust Bilal Aslam Yingyi Bu Sourav Chatterji Yuhong Chen | 2023 |
Factor analysis and probabilistic principal component analysis | Benyamin Ghojogh Mark Crowley Fakhri Karray Ali Ghodsi | 2023/2/3 | |
Multidimensional Scaling, Sammon Mapping, and Isomap | Benyamin Ghojogh Mark Crowley Fakhri Karray Ali Ghodsi | 2023/2/3 | |
Systems and methods for de novo peptide sequencing using deep learning and spectrum pairs | 2023/7/4 | ||
Principal Component Analysis | Geometric Structure of High-Dimensional Data and Dimensionality Reduction | Jianzhong Wang Jianzhong Wang | 2012 |
Sufficient Dimension Reduction and Kernel Dimension Reduction | Benyamin Ghojogh Mark Crowley Fakhri Karray Ali Ghodsi | 2023/2/3 | |
Elements of dimensionality reduction and manifold learning | Benyamin Ghojogh Mark Crowley Fakhri Karray Ali Ghodsi | 2023/2/2 | |
Recurrent neural networks and long short-term memory networks: Tutorial and survey | Benyamin Ghojogh Ali Ghodsi | 2023/4/22 | |
Background on Linear Algebra | Benyamin Ghojogh Mark Crowley Fakhri Karray Ali Ghodsi | 2023/2/3 | |
Fisher Discriminant Analysis | Benyamin Ghojogh Mark Crowley Fakhri Karray Ali Ghodsi | 2023/2/3 |
