Amir Zandieh
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1347 citations
#cs.CL #cs.AI
- HyperAttention: Long-context Attention in Near-Linear Time
2023/10/09 by Insu Han, Rajesh Jayaram, Han, Insu +9 · 1 voice · 13 citations
#cs.LG #cs.AI
- Random Fourier Features for Kernel Ridge Regression: Approximation Bounds and Statistical Guarantees
2018/04/26 by Haim Avron, Avron, Haim, Michael Kapralov +9 · 8 citations
Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Gaussian Processes and Bayesian Inference #Stochastic Gradient Optimization Techniques
- TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate
2025/04/28 by Amir Zandieh, Majid Daliri, Zandieh, Amir +5 · 6 voices · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.DB #cs.DS #cs.LG
- PolarQuant: Quantizing KV Caches with Polar Transformation
2025/02/04 by Insu Han, Praneeth Kacham, Han, Insu +7 · 1 voice · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- KDEformer: Accelerating Transformers via Kernel Density Estimation
2023/02/05 by Amir Zandieh, Zandieh, Amir, In‐Su Han +5 · 5 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Data Structures and Algorithms (cs.DS) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
- An Adaptive Sublinear-Time Block Sparse Fourier Transform
2017/02/04 by Volkan Cevher, Michael Kapralov, Cevher, Volkan +5 · 1 citation
Engineering · Medicine · #Advanced MRI Techniques and Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Microwave Imaging and Scattering Analysis #Sparse and Compressive Sensing Techniques
- QJL: 1-Bit Quantized JL Transform for KV Cache Quantization with Zero Overhead
2024/06/05 by Amir Zandieh, Majid Daliri, Zandieh, Amir +3 · 2 citations
Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Error Correcting Code Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF)