List of Publications
You can find my updated list of publications whithin my
scholar page.

V. S., B. R.,et al., "To Each Optimizer a Norm, To Each Norm its Generalization", ArXiv 2020.
[pdf]

R. L., B. R.,et al., "An Analysis of Causal Models Adaptation Speed", ArXiv 2020.
[pdf]

A. D, A. D. B. R.,et al.,, "Reducing the variance in online optimization by transporting past gradients", NeurIPS 2019.
[pdf]

D. A., B. E., B. R., "Manifold Preserving Adversarial Learning", ArXiv, 2019.
[pdf]

B.R. , et. al., "MASAGA: A Stochastic Algorithm for Manifold Optimization", ECML 2018.
[pdf],[code]

L.I.,B.R. , et. al., "Domain Adaptation with Deep Metric Learning", ICML DAVU workshop, 2018.
[pdf],[code]

L. N. ,B.R. , et. al., "Online variancereducing optimization", ICLR 2018, Workshop Track.
[pdf]

Z.Z., B.R. . , et. al., "A Generic TopN Recommendation Framework For Tradingoff Accuracy, Novelty, and Coverage", ICDE 2018.
[pdf]

K. M., B.R., , et. al., "Faster Stochastic Variational Inference using ProximalGradient
Methods with General Divergence Functions.", UAI 2016.
[pdf][Poster]

B. R. , et. al., "Stop Wasting My Gradients: Practical SVRG.", NIPS 2015.
[pdf][Poster][Slides][code]

S. M., B. R. , et. al., "NonUniform Stochastic Average Gradient Method for Training Conditional Random Fields", AISTATS 2015.
[pdf][Poster][Slides][code]

W. E., B. R. , "Denormalization Middleware for DatabaseasaService", SOCA 2013.

B. R. , et. al., "Process Pattern for Web Engineering", COMPSAC 2010.
Talks

"Convergence Rate for EM algorithm" in ISMP and WCOM, 2018.
[Slide]

"Stop Wasting My Gradients: Practical SVRG" in ICCOP and WCOM, 2015.
[Slide]