Faculty

Institution

Unit

Venue

Jason Sauppe

University of Wisconsin--La Crosse

Affiliations

College of Science & Health

Department Of Computer Science And Computer Engineering

University of Wisconsin--La Crosse

NoneJason Sauppe is currently serving as a College Of Science & Health faculty at University of Wisconsin--La Crosse.

Honors

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Experiences

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Education

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Jason Sauppe

University of Wisconsin--La Crosse

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computational optimization combinatorial optimization mathematical optimization computer science applied mathematics statistics model selection data science operations research discrete algorithms computational complexity causal inference applied statistics statistical methodology treatment effects statistical inference causal models inference graph theory branch-and-bound algorithms discrete optimization computational statistics mathematical programming local search (optimization) selection bias heuristic search variable neighborhood search optimal experimental design scheduling (computing) scheduling problems matching technique network optimization graph algorithms network algorithms optimization problems observational data control group balance optimization numerical algorithms combinatorial theory decision science political analysis political science research bayesian analysis psychological methods marketing science interactive marketing algorithm design analysis of algorithms estimation statistic causal reasoning causality range searching iterated local search search technique integer optimization mixed integer optimization combinatorial problems vehicle routing problems feature selection bayesian statistics election forecasting bayesian inference recent advances bias sources tournament game ncaa basketball tournament ncaa tournament upsets single machine total tardiness r algorithm treatment effect estimate approximation results treatment group rubin causal model best first search

Notable Scholarly Works

Notable Federal Grants

Collaborators

Results for the Close-Enough Traveling Salesman Problem With a Branch-And-Bound Algorithm. Computational Optimization and Applications (2023)

Wenda ZhangJason J. SauppeSheldon H. Jacobson

mathematical optimizationapplied mathematicscomputational complexityvehicle routing problemscombinatoricscombinatorial optimizationcomputer sciencediscrete mathematicscomputational optimizationdiscrete optimizationcombinatorial problemsheuristic searchoperations researchcombinatorial theorybranch-and-bound algorithmsdiscrete algorithmsgraph theorytheoretical computer science

Network Flow Methods for the Minimum Covariate Imbalance Problem. European Journal of Operational Research (2021)

Dorit S. HochbaumXu RaoJason Sauppe

systems engineeringapplied mathematicsdata scienceoperations researchnetwork flow methods

An Improved Branch-And-Bound Algorithm for the One-Machine Scheduling Problem With Delayed Precedence Constraints. INFORMS journal on computing (2020)

Wenda ZhangJason J. SauppeSheldon H. Jacobson

systems engineeringscheduling (computing)scheduling problemscombinatorial optimizationdelayed precedence constraintscomputational optimizationone-machine scheduling problemcomputer engineeringoperations researchminimum makespan objectivedesign optimization

Comparison of the Number of Nodes Explored by Cyclic Best First Search With Depth Contour and Best First Search. Computers & Operations Research (2020)

Wenda ZhangJason J. SauppeSheldon H. Jacobson

search techniquelocal search (optimization)discrete algorithmscomputational complexityapplied mathematicscombinatorial optimizationcomputer sciencerange searchingiterated local searchvariable neighborhood searchbest first searchinformation retrievalgraph theorydepth contour

Duality in Balance Optimization Subset Selection. Annals of Operations Research (2020)

Hee Youn KwonJason J. SauppeSheldon H. Jacobson

model selectionmathematical optimizationapplied mathematicsconvex optimizationmachine learningcomputational optimizationoperations researchhigh-dimensional statisticsbalance optimizationoptimization problems

Bias in Balance Optimization Subset Selection: Exploration Through Examples. Journal of the Operational Research Society (2018)

Hee Youn KwonJason J. SauppeSheldon H. Jacobson

model selectionmathematical optimizationapplied mathematicscomputational optimizationbalanceoptimization problemsstatistics

Treatment Effect Decomposition and Bootstrap Hypothesis Testing in Observational Studies. Annals of Data Science (2018)

Hee Youn KwonJason J. SauppeSheldon H. Jacobson

psychological methodstreatment effectsbootstrap resamplingstatistical methodologycausal inferencebiostatisticstreatment effect decompositionapplied statisticsstatistical hypothesis teststatistics

Cyclic Best First Search: Using Contours to Guide Branch‐and‐Bound Algorithms. Naval Research Logistics (NRL) (2017)

David R. MorrisonJason J. SauppeWenda ZhangSheldon H. JacobsonEdward C. Sewell

local search (optimization)mathematical optimizationinteger optimizationapplied mathematicscombinatorial optimizationcomputer sciencecontour definitioncomputational optimizationcyclic best-first searchtheory of computationmathematical programmingoperations researchheuristic searchusing contoursdiscrete algorithmsbranch-and-bound algorithmstheoretical computer sciencemixed integer optimization

Identifying Ncaa Tournament Upsets Using Balance Optimization Subset Selection. Journal of Quantitative Analysis in Sports (2017)

Shouvik DuttaSheldon H. JacobsonJason J. Sauppe

model selectionpredictive analyticstournament gamencaa basketball tournamentdata miningbiostatisticsdata sciencencaa tournament upsets

The Role of Covariate Balance in Observational Studies. Naval Research Logistics (NRL) (2017)

Jason J. SauppeSheldon H. Jacobson

model selectiontreatment effect estimatetreatment effectsinferencestatistical modelsstatistical methodologyselection biasbiostatisticscausal inferencestatistical inferencecausal modelsapplied statisticsestimation statisticstatistics

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Jason Sauppe

University of Wisconsin--La Crosse

Affiliations

College of Science & Health

Department Of Computer Science And Computer Engineering

University of Wisconsin--La Crosse

NoneJason Sauppe is currently serving as a College Of Science & Health faculty at University of Wisconsin--La Crosse.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Jason Sauppe

University of Wisconsin--La Crosse

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Results for the Close-Enough Traveling Salesman Problem With a Branch-And-Bound Algorithm. Computational Optimization and Applications (2023)

Wenda ZhangJason J. SauppeSheldon H. Jacobson

Network Flow Methods for the Minimum Covariate Imbalance Problem. European Journal of Operational Research (2021)

Dorit S. HochbaumXu RaoJason Sauppe

systems engineeringapplied mathematicsdata scienceoperations researchnetwork flow methods

An Improved Branch-And-Bound Algorithm for the One-Machine Scheduling Problem With Delayed Precedence Constraints. INFORMS journal on computing (2020)

Wenda ZhangJason J. SauppeSheldon H. Jacobson

Comparison of the Number of Nodes Explored by Cyclic Best First Search With Depth Contour and Best First Search. Computers & Operations Research (2020)

Wenda ZhangJason J. SauppeSheldon H. Jacobson

Duality in Balance Optimization Subset Selection. Annals of Operations Research (2020)

Hee Youn KwonJason J. SauppeSheldon H. Jacobson

Bias in Balance Optimization Subset Selection: Exploration Through Examples. Journal of the Operational Research Society (2018)

Hee Youn KwonJason J. SauppeSheldon H. Jacobson

model selectionmathematical optimizationapplied mathematicscomputational optimizationbalanceoptimization problemsstatistics

Treatment Effect Decomposition and Bootstrap Hypothesis Testing in Observational Studies. Annals of Data Science (2018)

Hee Youn KwonJason J. SauppeSheldon H. Jacobson

psychological methodstreatment effectsbootstrap resamplingstatistical methodologycausal inferencebiostatisticstreatment effect decompositionapplied statisticsstatistical hypothesis teststatistics

Cyclic Best First Search: Using Contours to Guide Branch‐and‐Bound Algorithms. Naval Research Logistics (NRL) (2017)

David R. MorrisonJason J. SauppeWenda ZhangSheldon H. JacobsonEdward C. Sewell

Identifying Ncaa Tournament Upsets Using Balance Optimization Subset Selection. Journal of Quantitative Analysis in Sports (2017)

Shouvik DuttaSheldon H. JacobsonJason J. Sauppe

model selectionpredictive analyticstournament gamencaa basketball tournamentdata miningbiostatisticsdata sciencencaa tournament upsets

The Role of Covariate Balance in Observational Studies. Naval Research Logistics (NRL) (2017)

Jason J. SauppeSheldon H. Jacobson

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