Prati
Akash Kumar
Naslov
Citirano
Citirano
Godina
Robust empirical risk minimization with tolerance
R Bhattacharjee, M Hopkins, A Kumar, H Yu, K Chaudhuri
International Conference on Algorithmic Learning Theory, 182-203, 2023
102023
The teaching dimension of kernel perceptron
A Kumar, H Zhang, A Singla, Y Chen
International Conference on Artificial Intelligence and Statistics, 2071-2079, 2021
82021
Deletion to Induced Matching
A Kumar, M Kumar
arXiv preprint arXiv:2008.09660, 2020
32020
Teaching via best-case counterexamples in the learning-with-equivalence-queries paradigm
A Kumar, Y Chen, A Singla
Advances in Neural Information Processing Systems 34, 26897-26910, 2021
12021
Average-case complexity of teaching convex polytopes via halfspace queries
A Kumar, A Singla, Y Yue, Y Chen
arXiv preprint arXiv:2006.14677, 2020
12020
Learning Smooth Distance Functions via Queries
A Kumar, S Dasgupta
arXiv preprint arXiv:2412.01290, 2024
2024
Mirror Descent on Reproducing Kernel Banach Spaces
A Kumar, M Belkin, P Pandit
arXiv preprint arXiv:2411.11242, 2024
2024
Sustav trenutno ne može provesti ovu radnju. Pokušajte ponovo kasnije.
Članci 1–7