conftrace_

lower bound

173 papers

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LB

Co-occurring keywords

sample complexity (1169) convex optimization (1321) learning theory (519) differential privacy (1016) statistical query (50) multi-armed bandit (1098) regret bound (1926) computational complexity (399) query complexity (183) oracle complexity (65)

Papers

Blessing of Dimensionality for Approximating Sobolev Classes on Manifolds AAAI 2026
Exact Optimization for Minimum Dominating Sets AAAI 2026
Sharp Bounds for Sequential Federated Learning on Heterogeneous Data JMLR 2025
Improving the Lower Bound in Branch-and-Bound Algorithms for MaxSAT AAAI 2025
Fast and Stronger Lower Bounds for Planar Euclidean Shortest Paths IJCAI 2025
Smooth Lower Bounds for Differentially Private Algorithms via Padding-and-Permuting Fingerprinting Codes COLT 2024
Public-data Assisted Private Stochastic Optimization: Power and Limitations NIPS 2024
The Price of Adaptivity in Stochastic Convex Optimization COLT 2024
Learning-Based Algorithms for Graph Searching Problems AISTATS 2024
Variational Resampling AISTATS 2024
Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability NIPS 2024
Fat-Shattering Dimension of k-fold Aggregations JMLR 2024
On the Minimax Regret for Contextual Linear Bandits and Multi-Armed Bandits with Expert Advice NIPS 2024
The Best Arm Evades: Near-optimal Multi-pass Streaming Lower Bounds for Pure Exploration in Multi-armed Bandits COLT 2024
Lower Bounds of Uniform Stability in Gradient-Based Bilevel Algorithms for Hyperparameter Optimization NIPS 2024
Lower Bounds on the Bayesian Risk via Information Measures JMLR 2024
On the Growth of Mistakes in Differentially Private Online Learning: A Lower Bound Perspective COLT 2024
New Lower Bounds for Testing Monotonicity and Log Concavity of Distributions COLT 2024
Statistical Query Lower Bounds for Learning Truncated Gaussians COLT 2024
An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification JMLR 2024
The Space Complexity of Approximating Logistic Loss NIPS 2024
An information-theoretic lower bound in time-uniform estimation COLT 2024
Universal Lower Bounds and Optimal Rates: Achieving Minimax Clustering Error in Sub-Exponential Mixture Models COLT 2024
Hidden yet quantifiable: A lower bound for confounding strength using randomized trials AISTATS 2024
Tight Bounds for Learning RUMs from Small Slates NIPS 2024