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Efficient Algorithms for Incremental Proximal Point Methods
Paper
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June 6, 2024
Mathematical Programming Computation Journal
Efficient Algorithms for Incremental Proximal Point Methods
2024
Mystique: A Budget Pacing System for Performance Optimization in Online Advertising
Paper
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April 13, 2024
The Web Conference (WWW 2024)
Mystique: A Budget Pacing System for Performance Optimization in Online Advertising
2024
Salient Object-Aware Background Generation Using Text-Guided Diffusion Models
Paper
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April 8, 2024
CVPR 2024 - Generative Models for Computer Vision
Salient Object-Aware Background Generation Using Text-Guided Diffusion Models
2024
An Effective, Efficient, and Stable Framework for Query Clustering
Paper
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March 6, 2024
ICDE 2024
An Effective, Efficient, and Stable Framework for Query Clustering
2024
Consistent Algorithms for Multi-Label Classification with Macro-at-K Metrics
Paper
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March 5, 2024
ICLR 2024
Consistent Algorithms for Multi-Label Classification with Macro-at-K Metrics
2024
Imposing Fairness Constraints in Synthetic Data Generation
Paper
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February 21, 2024
AISTATS 2024
Imposing Fairness Constraints in Synthetic Data Generation
2024
Unifying Margin-Based Softmax Losses in Face Recognition
Paper
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December 22, 2023
WACV 2023
Unifying Margin-Based Softmax Losses in Face Recognition
2023
Audience Prospecting for Dynamic-Product-Ads in Native Advertising
Paper
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October 29, 2023
IEEE International Conference on Big Data
Audience Prospecting for Dynamic-Product-Ads in Native Advertising
2023
Improving Conversion Rate Prediction via Self-Supervised Pre-Training in Online Advertising
Paper
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October 28, 2023
IEEE International Conference on Big Data
Improving Conversion Rate Prediction via Self-Supervised Pre-Training in Online Advertising
2023
On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks
Paper
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October 12, 2023
NeurIPS 2023
On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks
2023
Content-Based Email Classification at Scale
Paper
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August 22, 2023
CIKM 2023 (applied research track)
Content-Based Email Classification at Scale
2023
Staging E-Commerce Products for Online Advertising Using Retrieval Assisted Image Generation
Paper
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July 5, 2023
Ad KDD 2023
Staging E-Commerce Products for Online Advertising Using Retrieval Assisted Image Generation
2023
The Impact of Privacy Measures on Online Advertising Market
Paper
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June 15, 2023
ACM Conference on Economics and Computation (EC'23)
The Impact of Privacy Measures on Online Advertising Market
2023
Extreme Multi-Label Classification for Ad Targeting Using Factorization Machines
Paper
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May 16, 2023
KDD 2023 (Applied Data Science track)
Extreme Multi-Label Classification for Ad Targeting Using Factorization Machines
2023
Consistent Text Categorization Using Data Augmentation in E-Commerce
Paper
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May 10, 2023
ACL 2023 (Industry Track)
Consistent Text Categorization Using Data Augmentation in E-Commerce
2023
Gradient Descent Converges Linearly for Logistic Regression on Separable Data
Paper
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April 26, 2023
ICML 2023
Gradient Descent Converges Linearly for Logistic Regression on Separable Data
2023
Symbolic Metamodels for Interpreting Black-Boxes Using Primitive Functions
Oral presentation + poster
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February 13, 2023
AAAI 2023
Symbolic Metamodels for Interpreting Black-Boxes Using Primitive Functions
2023
Order-Invariant Cardinality Estimators Are Differentially Private
Paper
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November 8, 2022
Neurips
Order-Invariant Cardinality Estimators Are Differentially Private
2022
Conversion-Based Dynamic-Creative - Optimization in Native Advertising
Paper
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November 8, 2022
EEEBigData’2022, Industry and government Program
Conversion-Based Dynamic-Creative - Optimization in Native Advertising
2022
Improving Text-Based Similar Product Recommendation for Dynamic Product Advertising at Yahoo
Paper
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August 24, 2022
CIKM 2022
Improving Text-Based Similar Product Recommendation for Dynamic Product Advertising at Yahoo
2022
Temporally Precise Action Spotting in Soccer Videos Using Dense Detection Anchors
Paper
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July 22, 2022
IEEE International Conference On Image Processing (ICIP) 2022
Temporally Precise Action Spotting in Soccer Videos Using Dense Detection Anchors
2022
Multilingual Taxonomic Web Page Classification for Contextual Targeting at Yahoo
Paper
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June 15, 2022
KDD 2022
Multilingual Taxonomic Web Page Classification for Contextual Targeting at Yahoo
2022
Incentive Mechanisms for Strategic Classification and Regression Problems
Paper
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June 8, 2022
EC 2022
Incentive Mechanisms for Strategic Classification and Regression Problems
2022
Fairness Interventions as (Dis)Incentives for Strategic Manipulation
Paper
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June 8, 2022
ICML 2022
Fairness Interventions as (Dis)Incentives for Strategic Manipulation
2022
On Missing Labels, Long-Tails, and Propensities in Extreme Multi-Label Classification
Paper
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June 8, 2022
KDD 2022
On Missing Labels, Long-Tails, and Propensities in Extreme Multi-Label Classification
2022
Set-Valued Prediction in Hierarchical Classification with Constrained Representation Complexity
Paper
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June 8, 2022
UAI 2022
Set-Valued Prediction in Hierarchical Classification with Constrained Representation Complexity
2022
Iterative Hard Thresholding with Adaptive Regularization: Sparser Solutions Without Sacrificing Runtime
Paper
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June 8, 2022
ICML 2022
Iterative Hard Thresholding with Adaptive Regularization: Sparser Solutions Without Sacrificing Runtime
2022
Scalable Multi-Objective Optimization in Programmatic Advertising via Feedback Control
Paper
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December 13, 2021
CDC 2021
Scalable Multi-Objective Optimization in Programmatic Advertising via Feedback Control
2021
Classifying Emails into Human vs Machine Category
Paper
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December 10, 2021
AAAI 2022
Classifying Emails into Human vs Machine Category
2021
Hadoop-MTA: A System for Multi Data-Center Trillion Concepts Auto-ML Atop Hadoop
Paper
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November 15, 2021
IEEE Big Data 2021 (Poster)
Hadoop-MTA: A System for Multi Data-Center Trillion Concepts Auto-ML Atop Hadoop
2021
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