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Minor containment and disjoint paths in almost-linear time

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Obstructions for Minor-Closed Classes of limiting Densities Below 3/2

math.CO · 2026-06-23 · unverdicted · novelty 8.0

For every δ < 3/2 the ⊆-minimal minor-closed classes with density >δ form a finite explicitly identified set, yielding a 2^poly(n)-time algorithm that computes δ(excl(Z)) or reports ≥3/2 for any finite forbidden-minor set Z.

Robust Structure Learning of $k$-local Lindbladians

quant-ph · 2026-06-22 · unverdicted · novelty 8.0

Protocol learns k-local Lindbladians to ε accuracy with Õ(n^{2k}/ε²) samples and projects to valid generators; improves to log n under sparsity assumptions.

Adversarially Robust Approximate Furthest Neighbor

cs.DS · 2026-05-15 · unverdicted · novelty 8.0

First adversarially robust data structure for c-approximate furthest neighbor search with query time matching the best known oblivious results for many parameter regimes.

On Scalable Pseudorandom Unitaries and the Unitary Synthesis Problem

quant-ph · 2026-05-11 · unverdicted · novelty 8.0

Scalable ROM-PRUs imply a positive resolution to the Aaronson-Kuperberg unitary synthesis problem, with any such algorithm requiring a classical oracle of input length (2-o(1))log d that rules out existing candidates.

Online Steiner Forest with Recourse

cs.DS · 2026-05-10 · unverdicted · novelty 8.0

An algorithm for online Steiner forest achieves constant competitiveness with amortized O(log n) recourse.

Fully Dynamic Algorithms for Coloring Triangle-Free Graphs

cs.DS · 2026-04-22 · unverdicted · novelty 8.0

A randomized algorithm maintains O(Δ / ln Δ) coloring of dynamically changing triangle-free graphs with amortized Δ^{o(1)} log n update time per edge update against an adaptive adversary.

The Presort Hierarchy for Geometric Problems

cs.CG · 2026-02-09 · unverdicted · novelty 8.0

Quadtrees and related structures are 2-Presortable, admitting expected O(n sqrt(log n)) algorithms given presorts along both axes.

Quantum Advantage in Tolerant Junta Testing

cs.CC · 2026-06-22 · unverdicted · novelty 7.0

Quantum algorithms achieve poly(k) query complexity for tolerant k-junta testing with ε1 = 1/2-1/k and ε2 = 1/2-1/(2k²), while classical algorithms require k^Ω(log k) queries.

Quantum Cut Sparsifiers

quant-ph · 2026-06-08 · unverdicted · novelty 7.0

Any n-qubit QC Hamiltonian sparsifies to Õ(n/ε²) terms preserving all state energies within 1±ε using invariant subspace decomposition and the Alon-Kozma operator inequality.

Low Soundness Linearity Testing on the Half-Slice

cs.CC · 2026-05-26 · unverdicted · novelty 7.0

Functions on the half-slice passing the k-query BLR test with probability (1+δ)/2 agree with an affine function on (1 + δ^{1/(k-2)})/2 - o(1) fraction of points, for k≥3.

Testable and Actionable Calibration for Full Swap Regret

cs.LG · 2026-05-18 · unverdicted · novelty 7.0

Introduces SCDL as a calibration measure that is fully actionable for full swap regret and testable with nearly optimal sample error while satisfying continuity and consistency.

Differentially Private Runtime Monitoring

cs.CR · 2026-05-04 · unverdicted · novelty 7.0

A technique for enforcing differential privacy in temporal runtime monitoring by analyzing dependencies and injecting noise into specifications while using tree mechanisms to limit accuracy loss.

Offline Local Search for Online Stochastic Bandits

cs.LG · 2026-04-10 · unverdicted · novelty 7.0

A generic conversion turns offline local search algorithms into online stochastic combinatorial bandit algorithms with O(log^3 T) approximate regret.

Dominating Set with Quotas: Balancing Coverage and Constraints

cs.DS · 2026-04-06 · unverdicted · novelty 7.0

DSQ is W[1]-hard on degeneracy-2 and K_{3,3}-free graphs but FPT parameterized by solution size plus treewidth, FPT on nowhere dense classes, and admits subexponential algorithms on apex-minor-free graphs via bidimensionality.

Strong Sparsification for 1-in-3-SAT via Polynomial Freiman-Ruzsa

cs.DS · 2025-07-23 · unverdicted · novelty 7.0

Introduces strong sparsification for 1-in-3-SAT by merging variables, relying on a sub-quadratic vector-set bound derived from the Polynomial Freiman-Ruzsa Theorem, with an application to hypergraph coloring approximation.

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