Hidden technical debt in machine learning systems D Sculley, G Holt, D Golovin, E Davydov, T Phillips, D Ebner, ... Advances in neural information processing systems 28, 2015 | 1659 | 2015 |
Ad click prediction: a view from the trenches HB McMahan, G Holt, D Sculley, M Young, D Ebner, J Grady, L Nie, ... Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013 | 1158 | 2013 |
Machine learning: The high interest credit card of technical debt D Sculley, G Holt, D Golovin, E Davydov, T Phillips, D Ebner, ... SE4ML: software engineering for machine learning (NIPS 2014 Workshop) 111, 112, 2014 | 386 | 2014 |
Sparse voronoi refinement B Hudson, G Miller, T Phillips Proceedings of the 15th International Meshing Roundtable, 339-356, 2006 | 71 | 2006 |
Sparse parallel Delaunay mesh refinement B Hudson, GL Miller, T Phillips Proceedings of the nineteenth annual ACM symposium on Parallel algorithms …, 2007 | 40 | 2007 |
A bezier-based approach to unstructured moving meshes D Cardoze, A Cunha, GL Miller, T Phillips, N Walkington Proceedings of the twentieth annual symposium on Computational geometry, 310-319, 2004 | 38 | 2004 |
On the factory floor: ML engineering for industrial-scale ads recommendation models R Anil, S Gadanho, D Huang, N Jacob, Z Li, D Lin, T Phillips, C Pop, ... arXiv preprint arXiv:2209.05310, 2022 | 29 | 2022 |
Size complexity of volume meshes vs. surface meshes B Hudson, GL Miller, T Phillips, D Sheehy Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete …, 2009 | 26 | 2009 |
Linear-size meshes GL Miller, T Phillips, D Sheehy Carnegie Mellon University, 2008 | 25 | 2008 |
SVR: Practical engineering of a fast 3D meshing algorithm UA Acar, B Hudson, GL Miller, T Phillips Proceedings of the 16th International Meshing Roundtable, 45-62, 2008 | 19 | 2008 |
Representing topological structures using cell-chains DE Cardoze, GL Miller, T Phillips International Conference on Geometric Modeling and Processing, 248-266, 2006 | 17 | 2006 |
A Bézier-based moving mesh framework for simulation with elastic membranes DE Cardoze, GL Miller, M Olah, T Phillips Carnegie Mellon University, 2004 | 14 | 2004 |
Beating the spread: Time-optimal point meshing GL Miller, T Phillips, DR Sheehy Proceedings of the twenty-seventh annual symposium on Computational geometry …, 2011 | 13 | 2011 |
Size competitive meshing without large angles GL Miller, T Phillips, D Sheehy International Colloquium on Automata, Languages, and Programming, 655-666, 2007 | 7 | 2007 |
Fast sizing calculations for meshing GL Miller, T Phillips, D Sheehy 18th Fall Workshop on Computational Geometry, 669-682, 2008 | 3 | 2008 |
The Centervertex Theorem for Wedge Depth. GL Miller, T Phillips, DR Sheehy CCCG, 79-82, 2009 | 2 | 2009 |
Efficient mesh generation for piecewise linear complexes T Phillips Carnegie Mellon University, 2009 | 2 | 2009 |
Approximating voronoi diagrams with voronoi diagrams GL Miller, T Phillips, D Sheehy Carnegie Mellon University, 2009 | 1 | 2009 |
Data Efficiency for Large Recommendation Models K Jain, J Xie, K Regan, C Chen, J Han, S Li, Z Li, T Phillips, M Sussman, ... arXiv preprint arXiv:2410.18111, 2024 | | 2024 |
Runtime-Efficient Meshing for Piecewise-Linear Complexes G Miller, T Phillips Carnegie Mellon University, 2010 | | 2010 |