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Data Science & Analytics

4,466 papers (1 classified directly here)

Subtopics

Applications (2,978) Methods (1,725)

Papers per year

2
45
67
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588
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Papers (including subtopics)

Towards Reliable Item Sampling for Recommendation Evaluation AAAI 2023
Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge Distillation EMNLP 2023
M$^2$Hub: Unlocking the Potential of Machine Learning for Materials Discovery NIPS 2023
ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning NIPS 2023
Deep Semi-Supervised Metric Learning With Mixed Label Propagation CVPR 2023
Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense AAAI 2023
Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search ACL 2023
DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation ICML 2023
Dirichlet Proportions Model for Hierarchically Coherent Probabilistic Forecasting UAI 2023
Arthur Caplan at SemEval-2023 Task 4: Enhancing Human Value Detection through Fine-tuned Pre-trained Models ACL 2023
Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models ICML 2023
Topological Data Analysis for Speech Processing INTERSPEECH 2023
Exploring and Verbalizing Academic Ideas by Concept Co-occurrence ACL 2023
Data Structures for Density Estimation ICML 2023
Dramatic Conversation Disentanglement ACL 2023
Vector Quantized Time Series Generation with a Bidirectional Prior Model AISTATS 2023
Speech Breathing Behavior During Pauses in Children INTERSPEECH 2023
Neural Lad: A Neural Latent Dynamics Framework for Times Series Modeling NIPS 2023
Noise-Aware Statistical Inference with Differentially Private Synthetic Data AISTATS 2023
An Empirical Investigation of Implicit and Explicit Knowledge-Enhanced Methods for Ad Hoc Dataset Retrieval EMNLP 2023
T-Phenotype: Discovering Phenotypes of Predictive Temporal Patterns in Disease Progression AISTATS 2023
BT^2: Backward-compatible Training with Basis Transformation ICCV 2023
Drift doesn't Matter: Dynamic Decomposition with Diffusion Reconstruction for Unstable Multivariate Time Series Anomaly Detection NIPS 2023
When Can We Track Significant Preference Shifts in Dueling Bandits? NIPS 2023
Towards a Persistence Diagram that is Robust to Noise and Varied Densities ICML 2023