Search Results - "Natesh, Vikas"

Risk Factors Associated with Progression to Blindness from Primary Open-Angle Glaucoma in an African-American Population by Pleet, Alexander, Sulewski, Melanie, Salowe, Rebecca J., Fertig, Raymond, Salinas, Julia, Rhodes, Allison, Merritt III, William, Natesh, Vikas, Huang, Jiayan, Gudiseva, Harini V., Collins, David W., Chavali, Venkata Ramana Murthy, Tapino, Paul, Lehman, Amanda, Regina-Gigiliotti, Meredith, Miller-Ellis, Eydie, Sankar, Prithvi, Ying, Gui-Shuang, O'Brien, Joan M.

“…Purpose: To determine the risk factors associated with progression to blindness from primary open-angle glaucoma (POAG) in an African-American population…”
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Rosko: Row Skipping Outer Products for Sparse Matrix Multiplication Kernels by Natesh, Vikas, Sabot, Andrew, Kung, H. T, Ting, Mark

“…We propose Rosko -- row skipping outer products -- for deriving sparse matrix multiplication (SpMM) kernels in reducing computation and memory access…”
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MEMA Runtime Framework: Minimizing External Memory Accesses for TinyML on Microcontrollers by Sabot, Andrew, Natesh, Vikas, Kung, H. T, Ting, Wei-Te

“…We present the MEMA framework for the easy and quick derivation of efficient inference runtimes that minimize external memory accesses for matrix…”
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CAKE: Matrix Multiplication Using Constant-Bandwidth Blocks by Kung, H.T., Natesh, Vikas, Sabot, Andrew

“…We offer a novel approach to matrix-matrix multiplication computation on computing platforms with memory hierarchies. Constant-bandwidth (CB) blocks improve…”
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