Mathematics

PageRank for Edges: Axiomatic Characterization AAAI 2022 Parameterized Algorithms for Kidney Exchange IJCAI 2022 Parametric Bootstrap for Differentially Private Confidence Intervals AISTATS 2022 Passive DSSS: Empowering the Downlink Communication for Backscatter Systems NSDI 2022 Pick-and-Mix Information Operators for Probabilistic ODE Solvers AISTATS 2022 Placing Green Bridges Optimally, with Habitats Inducing Cycles IJCAI 2022 PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space AAAI 2022 Polynomial time guarantees for the Burer-Monteiro method NeurIPS 2022 Positively Weighted Kernel Quadrature via Subsampling NeurIPS 2022 Power Iteration for Tensor PCA JMLR 2022 Practical Fixed-Parameter Algorithms for Defending Active Directory Style Attack Graphs AAAI 2022 Precise Learning Curves and Higher-Order Scalings for Dot-product Kernel Regression NeurIPS 2022 Predicting Speech Intelligibility using the Spike Acativity Mutual Information Index Interspeech 2022 Principle of relevant information for graph sparsification UAI 2022 Privacy of Noisy Stochastic Gradient Descent: More Iterations without More Privacy Loss NeurIPS 2022 Private Graph All-Pairwise-Shortest-Path Distance Release with Improved Error Rate NeurIPS 2022 Private High-Dimensional Hypothesis Testing COLT 2022 Private Matrix Approximation and Geometry of Unitary Orbits COLT 2022 Probabilistic ODE Solutions in Millions of Dimensions ICML 2022 Projected Statistical Methods for Distributional Data on the Real Line with the Wasserstein Metric JMLR 2022 Proportional allocation of indivisible resources under ordinal and uncertain preferences. UAI 2022 Proportional Budget Allocations: Towards a Systematization IJCAI 2022 Propositional Encodings of Acyclicity and Reachability by Using Vertex Elimination AAAI 2022 Provable Acceleration of Heavy Ball beyond Quadratics for a Class of Polyak-Lojasiewicz Functions when the Non-Convexity is Averaged-Out ICML 2022 PROX-QP: Yet another Quadratic Programming Solver for Robotics and beyond RSS 2022