Konstantin Shmakov

14 papers A* 2B 1Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Foundation Model for Instruction-Conditioned In-Context Time Series Tasks.
CoRR
Anish Saha, Konstantin Shmakov
2026 — conf
Display Ads Contextual Relevance Modeling with LLM Labels.
ECIR (4)
Chao Gan, Fan Yang, Fangping Huang, Weijie Yuan, Nahid Anwar, Musen Wen, Konstantin Shmakov, Hong Yao, Kuang-Chih Lee
2025 — conf
Ad Ranking for Walmart Display Ads System.
eCom@SIGIR
Fan Yang, Weijie Yuan, Nahid Anwar, Braden Huffman, Fangping Huang, Lichun Chen, Konstantin Shmakov, Sunil Goda, James Jung, Niranjana Moleyar, Xiaobo Peng, Kuang-Chih Lee, Musen Wen
2025 A* conf
Robust Inverse Retrieval in Online Advertising with Contrastive Learning.
SIGIR
Phaniram Sayapaneni, Konstantin Shmakov, Sunil Goda
2024 B conf
A Comprehensive Forecasting Framework based on Multi-Stage Hierarchical Forecasting Reconciliation and Adjustment.
IEEE Big Data
Zhengchao Yang, Mithun Ghosh, Anish Saha, Dong Xu, Konstantin Shmakov, Kuang-Chih Lee
2024 J jnl
A Comprehensive Forecasting Framework based on Multi-Stage Hierarchical Forecasting Reconciliation and Adjustment.
CoRR
Zhengchao Yang, Mithun Ghosh, Anish Saha, Dong Xu, Konstantin Shmakov, Kuang-Chih Lee
2023 J jnl
Bid Optimization for Offsite Display Ad Campaigns on eCommerce.
CoRR
Hangjian Li, Dong Xu, Konstantin Shmakov, Kuang-Chih Lee, Wei Shen
2023 J jnl
Robust Consensus Clustering and its Applications for Advertising Forecasting.
CoRR
Deguang Kong, Miao Lu, Konstantin Shmakov, Jian Yang
2022 J jnl
Demystifying Advertising Campaign Bid Recommendation: A Constraint target CPA Goal Optimization.
CoRR
Deguang Kong, Konstantin Shmakov, Jian Yang
2022 J jnl
Do not Waste Money on Advertising Spend: Bid Recommendation via Concavity Changes.
CoRR
Deguang Kong, Konstantin Shmakov, Jian Yang
2018 — conf
A Combinational Optimization Approach for Advertising Budget Allocation.
WWW (Companion Volume)
Deguang Kong, Xiannian Fan, Konstantin Shmakov, Jian Yang
2018 — conf
An Inflection Point Approach for Advertising Bid Optimization.
WWW (Companion Volume)
Deguang Kong, Konstantin Shmakov, Jian Yang
2018 — conf
Demystifying Advertising Campaign for CPA Goal Optimization.
WWW (Companion Volume)
Deguang Kong, Konstantin Shmakov, Jian Yang
2016 A* conf
Stratified Sampling Meets Machine Learning.
ICML
Edo Liberty, Kevin J. Lang, Konstantin Shmakov