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Literature Library

PerturbRx: 学习 (Learning) Treatment-Conditioned Latent Transitions for Patient Drug Response 预测 (Pred...

PerturbRx: Learning Treatment-Conditioned Latent Transitions for Patient Drug Response Prediction

作者
Authors: Yoshitaka Inoue | Minoh Jeong | Alfred Hero | Rui ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 107 📚 16

Exact Algebraic Computation of 学习 (Learning) Coefficients for Two-Dimensional Singular 模型 (Model)s

Exact Algebraic Computation of Learning Coefficients for Two-Dimensional Singular Models

作者
Authors: Grégoire Sergeant-Perthuis | Elias Tsigaridas | Ju... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 129 📚 10

Transfer 学习 (Learning) in Nonparametric 回归 (Regression) with Deep ReLU Networks

Transfer Learning in Nonparametric Regression with Deep ReLU Networks

作者
Authors: Junpeng Ren | Carlos Misael Madrid Padilla | Yanzh... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 75 📚 23

DICS: 数据 (Data)-Informed Centroid Splitting for Decision Tree Classifiers

DICS: Data-Informed Centroid Splitting for Decision Tree Classifiers

作者
Authors: MD Saifur Rahman Mazumder | Feng Yu 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 103 📚 29

$TCP_α$: Margin-Controlled Confidence estimation for reliable Music Information Retrieval

作者
Authors: Parampreet Singh | Anushka Singh | Sumit Kumar | V... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 84 📚 13

Continuous-Time Reinforcement 学习 (Learning) for Controlled Hawkes Jump-Diffusions

Continuous-Time Reinforcement Learning for Controlled Hawkes Jump-Diffusions

作者
Authors: Tomasz R. Bielecki | Thibaut Mastrolia | Haoze Yan 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 60 📚 6

Lévy Attention: Single-Pass Predictive Uncertainty for Continuous-Time Attention

作者
Authors: Sotirios P. Chatzis | Loukas Papadoulas 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 177 📚 25

Where A Small Language 模型 (Model) Helps in Invoice Categorisation, Understood Through Embedding Geom...

Where A Small Language Model Helps in Invoice Categorisation, Understood Through Embedding Geometry

作者
Authors: Emma Ceccherini | Daniel Lawson | Anjulika Salhan 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 130 📚 18

TokEval: A Tokenizer Evaluation Suite

作者
Authors: Clara Meister 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 104 📚 21

Hide&Seek: 学习 (Learning) to Explain in an End-to-End Differentiable Network

Hide&Seek: Learning to Explain in an End-to-End Differentiable Network

作者
Authors: Tal Ellinson | Hadi Mohasel Afshar | Sally Cripps 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 121 📚 11

Spectral Gaps of Hit-and-Run and Coordinate Hit-and-Run

作者
Authors: Yunbum Kook | Santosh S. Vempala 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 170 📚 5

Generation-Powered 推断 (Inference) for Distribution-Valued Outcomes

Generation-Powered Inference for Distribution-Valued Outcomes

作者
Authors: Yijiao Zhang | Hongzhe Li 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 142 📚 0

RecipeNet: A Hierarchical Transformer for Recipe 数据 (Data)

RecipeNet: A Hierarchical Transformer for Recipe Data

作者
Authors: Pin-Yen Huang | Sachin Chhabra | Prasanth Sai Gour... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 141 📚 30

The data geometry of masking diffusion: Certified-optimal schedules via unmasking growth complexity

作者
Authors: Martin J. Wainwright 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 146 📚 27

LittleLearner: Language 模型 (Model)s Under Pedagogically Controlled Knowledge Exposure

LittleLearner: Language Models Under Pedagogically Controlled Knowledge Exposure

作者
Authors: Fanfei Li | Jana Zeller | Manuel Prada-Corral | Th... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 180 📚 17

Confidence Calibration of Deep 学习 (Learning) Systems

Confidence Calibration of Deep Learning Systems

作者
Authors: Coby Penso 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 201 📚 24

Redistribution-based Cost 推断 (Inference) Improves Sparse Safe Offline RL

Redistribution-based Cost Inference Improves Sparse Safe Offline RL

作者
Authors: Ebenezer Gelo | Geraud Nangue Tasse | Steven James... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 50 📚 12

Conditional Independence Tests for Constraint-Based Causal Discovery: A Survey

作者
Authors: Pavel Averin | Theodoros Moysiadis | Ioannis Katak... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 71 📚 7

How to Verify Consistency of Probabilistic Claims

作者
Authors: Orr Paradise | Oliver Richardson | Yoshua Bengio |... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 56 📚 13

BDH-CQ: In-Context 学习 (Learning) with Recurrent Latent Reasoning

BDH-CQ: In-Context Learning with Recurrent Latent Reasoning

作者
Authors: Björn Engdahl | Adrian Kosowski | Jan Chorowski | ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 37 📚 13