Paolo D'Alberto

31 papers A 5B 1C 1Misc 1Journal 15Unranked 8

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Weight Block Sparsity: Training, Compilation, and AI Engine Accelerators. CoRR Paolo D'Alberto, Taehee Jeong, Akshai Jain, Shreyas Manjunath, Mrinal Sarmah, Samuel Hsu, Venkata Yaswanth Raparti, Nitesh Pipralia
2023	J	`jnl`	Digital Advertising: the Measure of Mobile Visits Lifts. CoRR Paolo D'Alberto, Veronica Milenkiy, Fairiz Fi Azizi
2023	J	`jnl`	Entropy Maximization in Sparse Matrix by Vector Multiplication (max CoRR Paolo D'Alberto, Abhishek Kumar Jain, Ismail Bustany, Henri Fraisse, Mansimran Benipal
2023	J	`jnl`	Strassen's Matrix Multiplication Algorithm Is Still Faster. CoRR Paolo D'Alberto
2022	—	`conf`	A Heterogeneous Solution to the All-pairs Shortest Path Problem using FPGAs. ISQED Mihnea Chirila, Paolo D'Alberto, Hsin-Yu Ting, Alexander V. Veidenbaum, Alexandru Nicolau
2022	J	`jnl`	xDNN: Inference for Deep Convolutional Neural Networks. ACM Trans. Reconfigurable Technol. Syst. Paolo D'Alberto, Victor Wu, Aaron Ng, Rahul Nimaiyar, Elliott Delaye, Ashish Sirasao
2021	J	`jnl`	DPUV3INT8: A Compiler View to programmable FPGA Inference Engines. CoRR Paolo D'Alberto, Jiangsha Ma, Jintao Li, Yiming Hu, Manasa Bollavaram, Shaoxia Fang
2018	J	`jnl`	Quantizing Convolutional Neural Networks for Low-Power High-Throughput Inference Engines. CoRR Sean O. Settle, Manasa Bollavaram, Paolo D'Alberto, Elliott Delaye, Oscar Fernandez, Nicholas Fraser, Aaron Ng, Ashish Sirasao, Michael Wu
2015	J	`jnl`	Binary and Polytomous Responses Modeling: Multiple-Campaign Ad-Targeting Without Personal User Information. CoRR Paolo D'Alberto
2015	J	`jnl`	Mapping and Matching Algorithms: Data Mining by Adaptive Graphs. CoRR Paolo D'Alberto, Veronica Milenkly
2013	A	`conf`	Improving numerical accuracy for non-negative matrix multiplication on GPUs using recursive algorithms. ICS Matthew Badin, Paolo D'Alberto, Lubomir Bic, Michael B. Dillencourt, Alexandru Nicolau
2012	J	`jnl`	A Heterogeneous Accelerated Matrix Multiplication: OpenCL + APU + GPU+ Fast Matrix Multiply CoRR Paolo D'Alberto
2011	J	`jnl`	Exploiting parallelism in matrix-computation kernels for symmetric multiprocessor systems: Matrix-multiplication and matrix-addition algorithm optimizations by software pipelining and threads allocation. ACM Trans. Math. Softw. Paolo D'Alberto, Marco Bodrato, Alexandru Nicolau
2011	C	`conf`	Improving the Accuracy of High Performance BLAS Implementations Using Adaptive Blocked Algorithms. SBAC-PAD Matthew Badin, Paolo D'Alberto, Lubomir Bic, Michael B. Dillencourt, Alexandru Nicolau
2011	J	`jnl`	On the Weakenesses of Correlation CoRR Paolo D'Alberto, Ali Dasdan
2011	—	`conf`	Pruning hardware evaluation space via correlation-driven application similarity analysis. Conf. Computing Frontiers Rosario Cammarota, Arun Kejariwal, Paolo D'Alberto, Sapan Panigrahi, Alexander V. Veidenbaum, Alexandru Nicolau
2009	J	`jnl`	Adaptive Winograd's matrix multiplications. ACM Trans. Math. Softw. Paolo D'Alberto, Alexandru Nicolau
2009	A	`conf`	Automatic retrieval of similar content using search engine query interface. CIKM Ali Dasdan, Paolo D'Alberto, Santanu Kolay, Chris Drome
2009	A	`conf`	Non-parametric Information-Theoretic Measures of One-Dimensional Distribution Functions from Continuous Time Series. SDM Paolo D'Alberto, Ali Dasdan
2008	A	`conf`	Domain-specific library generation for parallel software and hardware platforms. IPDPS Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek R. Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura, Markus Püschel
2007	A	`conf`	Adaptive Strassen's matrix multiplication. ICS Paolo D'Alberto, Alexandru Nicolau
2007	Misc	`conf`	Generating FPGA-Accelerated DFT Libraries. FCCM Paolo D'Alberto, Peter A. Milder, Aliaksei Sandryhaila, Franz Franchetti, James C. Hoe, José M. F. Moura, Markus Püschel, Jeremy R. Johnson
2007	—	`conf`	Performance/Energy Optimization of DSP Transforms on the XScale Processor. HiPEAC Paolo D'Alberto, Markus Püschel, Franz Franchetti
2007	J	`jnl`	R-Kleene: A High-Performance Divide-and-Conquer Algorithm for the All-Pair Shortest Path for Densely Connected Networks. Algorithmica Paolo D'Alberto, Alexandru Nicolau
2005	J	`jnl`	Line Size Adaptivity Analysis of Parameterized Loop Nests for Direct Mapped Data Cache. IEEE Trans. Computers Paolo D'Alberto, Alexandru Nicolau, Alexander V. Veidenbaum, Rajesh K. Gupta
2005	—	`conf`	Using Recursion to Boost ATLAS's Performance. ISHPC Paolo D'Alberto, Alexandru Nicolau
2004	—	`conf`	A Geometric Approach for Partitioning N-Dimensional Non-rectangular Iteration Spaces. LCPC Arun Kejariwal, Paolo D'Alberto, Alexandru Nicolau, Constantine D. Polychronopoulos
2004	—	`conf`	JuliusC: A Practical Approach for the Analysis of Divide-and-Conquer Algorithms. LCPC Paolo D'Alberto, Alexandru Nicolau
2003	—	`conf`	A Data Cache with Dynamic Mapping. LCPC Paolo D'Alberto, Alexandru Nicolau, Alexander V. Veidenbaum
2001	—	`conf`	Fractal Matrix Multiplication: A Case Study on Portability of Cache Performance. WAE Gianfranco Bilardi, Paolo D'Alberto, Alexandru Nicolau
2000	B	`conf`	On the Space and Access Complexity of Computation DAGs. WG Gianfranco Bilardi, Andrea Pietracaprina, Paolo D'Alberto