Lakshman, Vihan
- Down with the Hierarchy: The 'H' in HNSW Stands for "Hubs"
2024/12/02 by Blaise Munyampirwa, Vihan Lakshman, Munyampirwa, Blaise +3 · 3 voices · 1 citation
Computer Science · Engineering · #cs.LG #cs.DB #cs.IR
- Semantic Product Search
2019/07/01 by Nigam, Priyanka, Song, Yiwei, Mohan, Vijai +7 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- CAPS: A Practical Partition Index for Filtered Similarity Search
2023/08/29 by Gupta, Gaurav, Yi, Jonah, Coleman, Benjamin +3 · 6 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- DESSERT: An Efficient Algorithm for Vector Set Search with Vector Set Queries
2022/10/27 by Engels, Joshua, Coleman, Benjamin, Lakshman, Vihan +1 · 5 citations
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- Low-Precision Quantization for Efficient Nearest Neighbor Search
2021/10/17 by Ko, Anthony, Keivanloo, Iman, Lakshman, Vihan +1 · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Embracing Structure in Data for Billion-Scale Semantic Product Search
2021/10/12 by Lakshman, Vihan, Teo, Choon Hui, Chu, Xiaowen +4 · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- CARAMEL: A Succinct Read-Only Lookup Table via Compressed Static Functions
2023/05/26 by Benjamin Coleman, Coleman, Benjamin, David Torres Ramos +7 · 1 citation
Computer Science · #Algorithms and Data Compression #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Network Packet Processing and Optimization #Video Analysis and Summarization
- On the Diminishing Returns of Width for Continual Learning
2024/03/11 by Guha, Etash, Lakshman, Vihan · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)