| 12072953 |
Asymmetric allocation of SRAM and data layout for efficient matrix-matrix multiplication |
Gaurav Chadha, Sandeep Agrawal, Nipun Agarwal |
2024-08-27 |
$217,180,000 |
| 11868854 |
Using metamodeling for fast and accurate hyperparameter optimization of machine learning and deep learning models |
Ali Moharrer, Venkatanathan Varadarajan, Sandeep Agrawal, Nipun Agarwal |
2024-01-09 |
$133,776,000 |
| 11790242 |
Mini-machine learning |
Sandeep Agrawal, Venkatanathan Varadarajan, Nipun Agarwal |
2023-10-17 |
$114,071,000 |
| 11782926 |
Automated provisioning for database performance |
Tomas Karnagel, Jian Wen, Seema Sundara, Nipun Agarwal, Mayur Bency |
2023-10-10 |
$97,273,000 |
| 11720822 |
Gradient-based auto-tuning for machine learning and deep learning models |
Venkatanathan Varadarajan, Sandeep Agrawal, Nipun Agarwal |
2023-08-08 |
$101,400,000 |
| 11620568 |
Using hyperparameter predictors to improve accuracy of automatic machine learning model selection |
Hesam Fathi Moghadam, Sandeep Agrawal, Venkatanathan Varadarajan, Anatoly Yakovlev, Nipun Agarwal |
2023-04-04 |
$141,127,000 |
| 11615265 |
Automatic feature subset selection based on meta-learning |
Tomas Karnagel, Hesam Fathi Moghadam, Nipun Agarwal |
2023-03-28 |
$76,266,000 |
| 11579951 |
Disk drive failure prediction with neural networks |
Onur Kocberber, Felix Schmidt, Arun Raghavan, Nipun Agarwal, Guang-Tong Zhou +1 more |
2023-02-14 |
$123,729,000 |
| 11567937 |
Automated configuration parameter tuning for database performance |
Tomas Karnagel, Jian Wen, Seema Sundara, Nipun Agarwal, Mayur Bency |
2023-01-31 |
$74,249,000 |
| 11562178 |
Adaptive sampling for imbalance mitigation and dataset size reduction in machine learning |
Jingxiao Cai, Sandeep Agrawal, Venkatanathan Varadarajan, Anatoly Yakovlev, Nipun Agarwal |
2023-01-24 |
$90,532,000 |
| 11544494 |
Algorithm-specific neural network architectures for automatic machine learning model selection |
Sandeep Agrawal, Venkatanathan Varadarajan, Nipun Agarwal |
2023-01-03 |
$55,701,000 |
| 11544630 |
Automatic feature subset selection using feature ranking and scalable automatic search |
Tomas Karnagel, Nipun Agarwal |
2023-01-03 |
$55,701,000 |
| 11531915 |
Method for generating rulesets using tree-based models for black-box machine learning explainability |
Tayler Hetherington, Zahra Zohrevand, Onur Kocberber, Karoon Rashedi Nia, Nipun Agarwal |
2022-12-20 |
$84,256,000 |
| 11429895 |
Predicting machine learning or deep learning model training time |
Anatoly Yakovlev, Venkatanathan Varadarajan, Sandeep Agrawal, Hesam Fathi Moghadam, Nipun Agarwal |
2022-08-30 |
$122,124,000 |
| 11423022 |
Hybrid declarative query compiler and optimizer framework |
Jian Wen, Nitin Kunal, Farhan Tauheed, Seema Sundara, Nipun Agarwal +1 more |
2022-08-23 |
$84,226,000 |
| 11256698 |
Automated provisioning for database performance |
Tomas Karnagel, Jian Wen, Seema Sundara, Nipun Agarwal, Mayur Bency |
2022-02-22 |
$82,435,000 |
| 11194801 |
Tail-based top-N query evaluation |
Gong Zhang, Venkatraman Govindaraju |
2021-12-07 |
$145,539,000 |
| 11176487 |
Gradient-based auto-tuning for machine learning and deep learning models |
Venkatanathan Varadarajan, Sandeep Agrawal, Nipun Agarwal |
2021-11-16 |
$120,976,000 |
| 11163800 |
Efficient partitioning of relational data |
Negar Koochakzadeh, Nitin Kunal, Cagri Balkesen, Nipun Agarwal |
2021-11-02 |
$96,449,000 |
| 11138291 |
Assymetric allocation of SRAM and data layout for efficient matrix multiplication |
Gaurav Chadha, Sandeep Agrawal, Nipun Agarwal |
2021-10-05 |
$76,193,000 |
| 11126626 |
Massively parallel and in-memory execution of grouping and aggregation in a heterogeneous system |
Sabina Petride, Nipun Agarwal |
2021-09-21 |
$104,189,000 |
| 11120368 |
Scalable and efficient distributed auto-tuning of machine learning and deep learning models |
Venkatanathan Varadarajan, Sandeep Agrawal, Nipun Agarwal |
2021-09-14 |
$80,979,000 |
| 11061902 |
Automated configuration parameter tuning for database performance |
Tomas Karnagel, Jian Wen, Seema Sundara, Nipun Agarwal, Mayur Bency |
2021-07-13 |
$135,179,000 |
| 11048679 |
Adaptive resolution histogram on complex datatypes |
Anantha Kiran Kandukuri |
2021-06-29 |
$95,439,000 |
| 11030073 |
Hybrid instrumentation framework for multicore low power processors |
Kirtikar Kashyap, Arun Raghavan, Evangelos Vlachos, Venkatraman Govindaraju |
2021-06-08 |
$125,573,000 |
