conftrace_

Mathematics & Optimization

19,283 papers (0 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Optimization (14,850) Mathematics (6,356) Probability (617) Statistics (361) Discrete Mathematics (23)

Papers per year

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2

8

13

8

24

100

100

125

139

182

227

311

530

574

599

676

880

1,053

1,491

1,739

1,880

1,904

2,070

2,345

1,785

517

2000

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Papers (including subtopics)

The Non-Overlapping Statistical Approximation to Overlapping Group Lasso JMLR 2024 The Nyström method for convex loss functions JMLR 2024 Theoretical and Empirical Analysis of Cost-Function Merging for Implicit Hitting Set WCSP Solving AAAI 2024 Theoretical Aspects of Generating Instances with Unique Solutions: Pre-assignment Models for Unique Vertex Cover AAAI 2024 Theoretical Guarantees for Variational Inference with Fixed-Variance Mixture of Gaussians ICML 2024 The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models NeurIPS 2024 The Predicted-Updates Dynamic Model: Offline, Incremental, and Decremental to Fully Dynamic Transformations COLT 2024 The Price of Adaptivity in Stochastic Convex Optimization COLT 2024 The Privacy Power of Correlated Noise in Decentralized Learning ICML 2024 The Real Price of Bandit Information in Multiclass Classification COLT 2024 The Relative Gaussian Mechanism and its Application to Private Gradient Descent AISTATS 2024 The Reliability of OKRidge Method in Solving Sparse Ridge Regression Problems NeurIPS 2024 The Role of Learning Algorithms in Collective Action ICML 2024 The Sample-Communication Complexity Trade-off in Federated Q-Learning NeurIPS 2024 The sample complexity of ERMs in stochastic convex optimization AISTATS 2024 The Sample Complexity of Gradient Descent in Stochastic Convex Optimization NeurIPS 2024 The Sample Complexity of Simple Binary Hypothesis Testing COLT 2024 The Shape of Word Embeddings: Quantifying Non-Isometry with Topological Data Analysis EMNLP 2024 The SMART approach to instance-optimal online learning COLT 2024 The Solution Path of SLOPE AISTATS 2024 The Space Complexity of Approximating Logistic Loss NeurIPS 2024 The Star Geometry of Critic-Based Regularizer Learning NeurIPS 2024 The sub-band cepstrum as a tool for locating local spectral regions of phonetic sensitivity: A first attempt with multi-speaker vowel data Interspeech 2024 The Surprising Effectiveness of SP Voting with Partial Preferences NeurIPS 2024 The Transformation Logics IJCAI 2024