ei Mroueh, Y., Sercu, T., Raj, A. Sobolev Descent 22nd International Conference on Artificial Intelligence and Statistics (AISTATS), April 2019 (conference) Accepted

[BibTex]

ei Locatello, F., Raj, A., Praneeth Karimireddy, S., Rätsch, G., Schölkopf, B., Stich, S. U., Jaggi, M. On Matching Pursuit and Coordinate Descent Proceedings of the 35th International Conference on Machine Learning (ICML), 80, pages: 3204-3213, Proceedings of Machine Learning Research, (Editors: Dy, Jennifer and Krause, Andreas), PMLR, July 2018 (conference)

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ei Mroueh, Y., Li*, C., Sercu*, T., Raj*, A., Cheng, Y. Sobolev GAN 6th International Conference on Learning Representations (ICLR), May 2018, *equal contribution (conference)

link (url) [BibTex]

ei Raj, A., Stich, S. k–SVRG: Variance Reduction for Large Scale Optimization In 2018 (inproceedings) Submitted

[BibTex]

ei Raj*, A., Law*, L., Sejdinovic*, D., Park, M. A Differentially Private Kernel Two-Sample Test 2018, *equal contribution (conference) Submitted

[BibTex]

ei Stich, S. U., Raj, A., Jaggi, M. Safe Adaptive Importance Sampling Advances in Neural Information Processing Systems 30, pages: 4384-4394, (Editors: Guyon I. and Luxburg U.v. and Bengio S. and Wallach H. and Fergus R. and Vishwanathan S. and Garnett R.), Curran Associates, Inc., 31st Annual Conference on Neural Information Processing Systems, December 2017 (conference)

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ei Stich, S., Raj, A., Jaggi, M. Approximate Steepest Coordinate Descent Proceedings of the 34th International Conference on Machine Learning, 70, pages: 3251-3259, Proceedings of Machine Learning Research, (Editors: Doina Precup, Yee Whye Teh), PMLR, International Conference on Machine Learning (ICML), August 2017 (conference)

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ei Raj, A., Kumar, A., Mroueh, Y., Fletcher, T., Schölkopf, B. Local Group Invariant Representations via Orbit Embeddings Proceedings of the 20th International Conference on Artificial Intelligence and Statistics (AISTATS), 54, pages: 1225-1235, Proceedings of Machine Learning Research, (Editors: Aarti Singh and Jerry Zhu), April 2017 (conference)

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ei Mittal, A., Raj, A., Namboodiri, V. P., Tuytelaars, T. Unsupervised Domain Adaptation in the Wild : Dealing with Asymmetric Label Set 2016 (misc)

Arxiv [BibTex]

ei Raj, A., Olbrich, J., Gärtner, B., Schölkopf, B., Jaggi, M. Screening Rules for Convex Problems 2016 (unpublished) Submitted

[BibTex]

ei Raj, A., V., N., Tuytelaars, T. Subspace Alignement based Domain Adaptation for RCNN detector Proceedings of the 26th British Machine Vision Conference (BMVC 2015), pages: 166.1-166.11, (Editors: Xianghua Xie and Mark W. Jones and Gary K. L. Tam), 2015 (conference)

DOI [BibTex]

ei Dai, B., Xie, B., He, N., Liang, Y., Raj, A., Balcan, M., Song, L. Scalable Kernel Methods via Doubly Stochastic Gradients Advances in Neural Information Processing Systems 27, pages: 3041-3049, (Editors: Z. Ghahramani, M. Welling, C. Cortes, N.D. Lawrence and K.Q. Weinberger), 28th Annual Conference on Neural Information Processing Systems (NIPS), 2014 (conference)

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ei Raj, A., Namboodiri, V., Tuytelaars, T. Mind the Gap: Subspace based Hierarchical Domain Adaptation Transfer and Multi-task learning Workshop in Advances in Neural Information System Conference 27, 2014 (conference)

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ei Devanshu, A., Raj, A., Hegde, R. M. Significance of variable height-bandwidth group delay filters in the spectral reconstruction of speech INTERSPEECH 2013, 14th Annual Conference of the International Speech Communication Association, pages: 1682-1686, 2013 (conference)

link (url) [BibTex]