Advait Parulekar, Liam Collins, Karthikeyan Shanmugam, Aryan Mokhtari, Sanjay Shakkottai. InfoNCE Loss Provably Learns Cluster-Preserving Representations. In Gergely Neu, Lorenzo Rosasco, editors, The Thirty Sixth Annual Conference on Learning Theory, 12-15 July 2023, Bangalore, India. Volume 195 of Proceedings of Machine Learning Research, pages 1914-1961, PMLR, 2023. [doi]
@inproceedings{ParulekarCSMS23, title = {InfoNCE Loss Provably Learns Cluster-Preserving Representations}, author = {Advait Parulekar and Liam Collins and Karthikeyan Shanmugam and Aryan Mokhtari and Sanjay Shakkottai}, year = {2023}, url = {https://proceedings.mlr.press/v195/parulekar23a.html}, researchr = {https://researchr.org/publication/ParulekarCSMS23}, cites = {0}, citedby = {0}, pages = {1914-1961}, booktitle = {The Thirty Sixth Annual Conference on Learning Theory, 12-15 July 2023, Bangalore, India}, editor = {Gergely Neu and Lorenzo Rosasco}, volume = {195}, series = {Proceedings of Machine Learning Research}, publisher = {PMLR}, }