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Recent Posts

Recent Publications

• Balancing Gradient and Hessian Queries in Non-Convex Optimization

• Publications

• Efficient and Provable Algorithms for Covariate Shift

• Convex optimization with p-norm oracles

• Acceleration Meets Inverse Maintenance:Faster Infinity-Regression

• Decremental (1+epsilon)- Approximate Maximum Eigenvector: Dynamic Power Method

• Fast Algorithms for \(\ell_p\)-norm Regression

• Optimal Methods for Higher-Order Smooth Monotone Variational Inequalities

• Unifying Width-Reduced Methods for Quasi-Self-Concordant Optimization

• Almost-linear-time Weighted \(\ell_p\)-norm Solvers in Slightly Dense Graphs via Sparsification

• Faster \(p\)-norm minimizing flows, via smoothed \(q\)-norm problems

• Fast, Provably convergent IRLS Algorithm for \(p\)-norm Linear Regression

• Iterative Refinement for \(\ell_p\)-norm Regression

• Parameterized algorithms for stable matching with ties and incomplete lists