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Paper
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April 13, 2024
The Web Conference (WWW 2024)

Mystique: A Budget Pacing System for Performance Optimization in Online Advertising

Paper
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March 6, 2024
ICDE 2024

An Effective, Efficient, and Stable Framework for Query Clustering

Paper
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March 5, 2024
ICLR 2024

Consistent Algorithms for Multi-Label Classification with Macro-at-K Metrics

Paper
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February 21, 2024
AISTATS 2024

SDEs for Minimax Optimization

Paper
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February 21, 2024
AISTATS 2024

Imposing Fairness Constraints in Synthetic Data Generation

Paper
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December 22, 2023
WACV 2023

Unifying Margin-Based Softmax Losses in Face Recognition

Paper
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October 29, 2023
IEEE International Conference on Big Data

Audience Prospecting for Dynamic-Product-Ads in Native 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

Paper
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October 27, 2023
NeurIPS 2023

Counterfactually Fair Representation

Paper
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October 12, 2023
NeurIPS 2023

On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks

Paper
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August 22, 2023
CIKM 2023 (applied research track)

Content-Based Email Classification at Scale

Paper
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July 5, 2023
Ad KDD 2023

Staging E-Commerce Products for Online Advertising Using Retrieval Assisted Image Generation

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

Paper
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May 16, 2023
KDD 2023 (Applied Data Science track)

Extreme Multi-Label Classification for Ad Targeting Using Factorization Machines

Paper
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May 10, 2023
ACL 2023 (Industry Track)

Consistent Text Categorization Using Data Augmentation in E-Commerce

Paper
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April 26, 2023
ICML 2023

Loss Balancing for Fair Supervised Learning

Paper
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April 26, 2023
ICML 2023

Gradient Descent Converges Linearly for Logistic Regression on Separable Data

Paper
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April 26, 2023
ICML 2023

An SDE for Modeling SAM: Theory and Insights

Oral presentation + poster
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February 13, 2023
AAAI 2023

Symbolic Metamodels for Interpreting Black-Boxes Using Primitive Functions

Paper
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January 24, 2023
AISTATS '23

Precision/Recall on Imbalanced Test Data

Paper
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November 8, 2022
Neurips

Order-Invariant Cardinality Estimators Are Differentially Private

Paper
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November 8, 2022
EEEBigData’2022, Industry and government Program

Conversion-Based Dynamic-Creative - Optimization in Native Advertising

Paper
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August 24, 2022
CIKM 2022

Improving Text-Based Similar Product Recommendation for Dynamic Product Advertising at Yahoo

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

Paper
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June 15, 2022
KDD 2022

Multilingual Taxonomic Web Page Classification for Contextual Targeting at Yahoo

Paper
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June 8, 2022
EC 2022

Incentive Mechanisms for Strategic Classification and Regression Problems

Paper
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June 8, 2022
ICML 2022

Fairness Interventions as (Dis)Incentives for Strategic Manipulation

Paper
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June 8, 2022
KDD 2022

On Missing Labels, Long-Tails, and Propensities in Extreme Multi-Label Classification

Paper
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June 8, 2022
UAI 2022

Set-Valued Prediction in Hierarchical Classification with Constrained Representation Complexity

Paper
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June 8, 2022
ICML 2022

Iterative Hard Thresholding with Adaptive Regularization: Sparser Solutions Without Sacrificing Runtime

Paper
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December 13, 2021
CDC 2021

Scalable Multi-Objective Optimization in Programmatic Advertising via Feedback Control

Paper
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December 10, 2021
AAAI 2022

Classifying Emails into Human vs Machine Category

Dataset
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December 10, 2021

Challenging Fashion Queries

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

Paper
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November 15, 2021
IEEE Big Data 2021 (Poster)

BAN:Large Scale Brand ANonymization for Creative Recommendation Via Label Light Adaptation

Paper
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November 9, 2021
Engineering Applications of Artificial Intelligence

Transfer-Based Taxonomy Induction Over Concept Labels

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