Publications (24)
Disentangling Dynamics and Content for Control and Planning
Ershad Banijamali, Ahmad Khajenezhad, Ali Ghodsi +1
Asynchronous Complex Analytics in a Distributed Dataflow Architecture
Joseph E. Gonzalez, Peter Bailis, Michael I. Jordan +4
On the Invariance of Dictionary Learning and Sparse Representation to Projecting Data to a Discriminative Space
Mehrdad J. Gangeh, Ali Ghodsi
DeepNovoV2: Better de novo peptide sequencing with deep learning
Rui Qiao, Ngoc Hieu Tran, Lei Xin +3
A Fast Greedy Algorithm for Generalized Column Subset Selection
Ahmed K. Farahat, Ali Ghodsi, Mohamed S. Kamel
Supervised Texture Classification Using a Novel Compression-Based Similarity Measure
Mehrdad J. Gangeh, Ali Ghodsi, Mohamed S. Kamel
Text Classification based on Multiple Block Convolutional Highways
Seyed Mahdi Rezaeinia, Ali Ghodsi, Rouhollah Rahmani
JADE: Joint Autoencoders for Dis-Entanglement
Ershad Banijamali, Amir-Hossein Karimi, Alexander Wong +1
Generative Mixture of Networks
Ershad Banijamali, Ali Ghodsi, Pascal Poupart
The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox
Daniel Crankshaw, Peter Bailis, Joseph E. Gonzalez +5
Coordination Avoidance in Database Systems (Extended Version)
Peter Bailis, Alan Fekete, Michael J. Franklin +3
SRP: Efficient class-aware embedding learning for large-scale data via supervised random projections
Amir-Hossein Karimi, Alexander Wong, Ali Ghodsi
Detecting Change-Points in Time Series by Maximum Mean Discrepancy of Ordinal Pattern Distributions
Mathieu Sinn, Ali Ghodsi, Karsten Keller
Greedy Column Subset Selection for Large-scale Data Sets
Ahmed K. Farahat, Ahmed Elgohary, Ali Ghodsi +1
Fast Spectral Clustering Using Autoencoders and Landmarks
Ershad Banijamali, Ali Ghodsi
Robust Locally-Linear Controllable Embedding
Ershad Banijamali, Rui Shu, Mohammad Ghavamzadeh +2
Highly Available Transactions: Virtues and Limitations (Extended Version)
Peter Bailis, Aaron Davidson, Alan Fekete +3
A Berkeley View of Systems Challenges for AI
Ion Stoica, Dawn Song, Raluca Ada Popa +11
Deep Structure for end-to-end inverse rendering
Shima Kamyab, Ali Ghodsi, S. Zohreh Azimifar
Kernelized Supervised Dictionary Learning
Mehrdad J. Gangeh, Ali Ghodsi, Mohamed S. Kamel
Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion
Mehrdad J. Gangeh, Safaa M. A. Bedawi, Ali Ghodsi +1
Deep Variational Sufficient Dimensionality Reduction
Ershad Banijamali, Amir-Hossein Karimi, Ali Ghodsi
Improving the Accuracy of Pre-trained Word Embeddings for Sentiment Analysis
Seyed Mahdi Rezaeinia, Ali Ghodsi, Rouhollah Rahmani
Supervised Dictionary Learning and Sparse Representation-A Review
Mehrdad J. Gangeh, Ahmed K. Farahat, Ali Ghodsi +1