Faculty

Institution

Unit

Venue

Ali Tajer

Professor and Associate Dean for Academic Affairs

Rensselaer Polytechnic Institute

Affiliations

School of Engineering

Electrical, Computer, and Systems Engineering Department

Office for Research

Center for Future Energy Systems

Center for Materials, Devices, and Integrated Systems

Ali Tajer is currently serving as an Electrical, Computer, And Systems Engineering Professor and Associate Dean for Academic Affairs at Rensselaer Polytechnic Institute.

Honors

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Experiences

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Education

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Ali Tajer

Rensselaer Polytechnic Institute

Professor and Associate Dean for Academic Affairs

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computer science wireless communications data science communications systems signal processing systems engineering wireless networks telecommunication networks computational statistics transmission statistical inference network analysis smart grid electrical grids machine learning research mathematical optimization computer engineering wireless personal communication networked system design statistical methodology stochastic optimization distributed systems reliability engineering channel capacity estimation cognitive radio exploration v exploitation system safety dynamic spectrum management data security smart grid security statistical signal processing spectrum management cyber-physical systems information fusion sequential decision making communication security anomaly detection broadcast approach channel estimation state estimation signal detection change detection estimation theory quickest search control system security relay network power grid operations power system reliability multi-user detection cooperative wireless communications secure communication power system analysis power delivery communication engineering cognitive radio resource management diversity techniques channel equalization cooperative diversity multiuser mimo energy demand management demand response energy-efficient networking broadcast strategy secondary user quick search quickest localization interference management interference channels rate allocation data injection attacks multiuser diversity gain rare events optimal design load forecasting csi perturbations full diversity statistical pattern recognition statistics

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Bai in Exponential Family: Efficiency and Optimality. 2022 IEEE International Symposium on Information Theory (ISIT) (2024)

Arpan MukherjeeAli Tajer

poisson boundaryasymptotic analysisfunctional analysisexponential familyreal analysisexponential algorithmmathematicsmathematical analysisfunction spacesgeneralized functionsapplied mathematicsmathematical sciences

Blackout Mitigation via Physics-Guided Rl. arXiv (Cornell University) (2024)

Dwivedi, AnmolPaternain, SantiagoTajer, Ali

transmission linescomputer sciencesystems engineeringelectrical gridsautomatic controllearning controlenergy controlreal-time controlphysics-guided reinforcement learningcontrol optimizationcontrol systemscomputer engineeringdeep reinforcement learningelectric power systemsreinforcement learningsystem safetysmart gridphysics-guided rl

Blackout Mitigation via Physics-Guided Rl. IEEE Transactions on Power Systems (2024)

Anmol DwivediSantiago PaternainAli Tajer

reliability physicscomputer engineeringmitigation techniquesmodeling and simulation

Cascading Failure Prediction via Causal Inference. arXiv (Cornell University) (2024)

Ghosh, Shiuli SubhraDwivedi, AnmolTajer, AliYeo, KyongminGifford, Wesley M.

network analysiscausal inferenceelectrical gridssystems engineeringelectric power systemssystem safetyglobal networkstransmission linescausal inference frameworkfailure detectionnetworked system designfault managementnetwork robustnesscomplex systemsdata sciencenetwork sciencereliability engineering

Causal Bandits With General Causal Models and Interventions. arXiv (Cornell University) (2024)

Yan, ZiruiWei, DennisKatz-Rogozhnikov, DmitriySattigeri, PrasannaTajer, Ali

mathematical optimizationcausal inferencelower boundsinferencedecision sciencepolicy modelingcausal modelsdecision theorycausal banditscausal reasoningreinforcement learningsequential decision makingapplied mathematicscorresponding lower boundsexploration v exploitation

Combinatorial Multi-Armed Bandits: Arm Selection via Group Testing. arXiv (Cornell University) (2024)

Mukherjee, ArpanUbaru, ShashankaMurugesan, KeerthiramShanmugam, KarthikeyanTajer, Ali

mathematical optimizationcomputer sciencestochastic optimizationcombinatorial optimizationcombinatorial multi-armed banditsarm selectiontheoretical computer sciencecomputational optimizationonline algorithmsgroup testingreinforcement learningsequential decision makingapplied mathematicsstatisticsexploration v exploitation

Efficient Best Arm Identification in Stochastic Bandits: Beyond β–Optimality. IEEE Transactions on Information Theory (2024)

Arpan MukherjeeAli Tajer

mathematical optimizationcomputer sciencebeyond β–optimalitystochastic optimizationmachine learning researchstochastic processreinforcement learningapplied mathematicsexploration v exploitation

Improved Bound for Robust Causal Bandits With Linear Models. 2022 IEEE International Symposium on Information Theory (ISIT) (2024)

Zirui YanArpan MukherjeeBurak VarıcıAli Tajer

mathematical optimizationcausal inferencestatistical methodologystochastic optimizationrobust statisticscomputational statisticsrobust causal banditsstatistical inferenceapplied mathematicsstatisticsexploration v exploitation

Interventional Causal Discovery in a Mixture of Dags. arXiv (Cornell University) (2024)

Varıcı, BurakKatz-Rogozhnikov, DmitriyWei, DennisSattigeri, PrasannaTajer, Ali

causal inferencecomputer scienceknowledge discoverycausalitycausal modelscausal interactionscausal reasoningmixture modelmachine learning researchdata scienceknowledge graphscausal discovery

Linear Causal Bandits: Unknown Graph and Soft Interventions. arXiv (Cornell University) (2024)

Yan, ZiruiTajer, Ali

mathematical optimizationcausal inferencelinear causal banditsgraph theorycombinatorial optimizationunknown graphsoft interventionsonline algorithmsreinforcement learningsequential decision makingstatistical inferenceapplied mathematicsstatisticsexploration v exploitation

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Ali Tajer

Professor and Associate Dean for Academic Affairs

Rensselaer Polytechnic Institute

Affiliations

School of Engineering

Electrical, Computer, and Systems Engineering Department

Office for Research

Center for Future Energy Systems

Center for Materials, Devices, and Integrated Systems

Ali Tajer is currently serving as an Electrical, Computer, And Systems Engineering Professor and Associate Dean for Academic Affairs at Rensselaer Polytechnic Institute.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Ali Tajer

Rensselaer Polytechnic Institute

Professor and Associate Dean for Academic Affairs

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Bai in Exponential Family: Efficiency and Optimality. 2022 IEEE International Symposium on Information Theory (ISIT) (2024)

Arpan MukherjeeAli Tajer

Blackout Mitigation via Physics-Guided Rl. arXiv (Cornell University) (2024)

Dwivedi, AnmolPaternain, SantiagoTajer, Ali

Blackout Mitigation via Physics-Guided Rl. IEEE Transactions on Power Systems (2024)

Anmol DwivediSantiago PaternainAli Tajer

reliability physicscomputer engineeringmitigation techniquesmodeling and simulation

Cascading Failure Prediction via Causal Inference. arXiv (Cornell University) (2024)

Ghosh, Shiuli SubhraDwivedi, AnmolTajer, AliYeo, KyongminGifford, Wesley M.

Causal Bandits With General Causal Models and Interventions. arXiv (Cornell University) (2024)

Yan, ZiruiWei, DennisKatz-Rogozhnikov, DmitriySattigeri, PrasannaTajer, Ali

Combinatorial Multi-Armed Bandits: Arm Selection via Group Testing. arXiv (Cornell University) (2024)

Mukherjee, ArpanUbaru, ShashankaMurugesan, KeerthiramShanmugam, KarthikeyanTajer, Ali

Efficient Best Arm Identification in Stochastic Bandits: Beyond β–Optimality. IEEE Transactions on Information Theory (2024)

Arpan MukherjeeAli Tajer

mathematical optimizationcomputer sciencebeyond β–optimalitystochastic optimizationmachine learning researchstochastic processreinforcement learningapplied mathematicsexploration v exploitation

Improved Bound for Robust Causal Bandits With Linear Models. 2022 IEEE International Symposium on Information Theory (ISIT) (2024)

Zirui YanArpan MukherjeeBurak VarıcıAli Tajer

Interventional Causal Discovery in a Mixture of Dags. arXiv (Cornell University) (2024)

Varıcı, BurakKatz-Rogozhnikov, DmitriyWei, DennisSattigeri, PrasannaTajer, Ali

causal inferencecomputer scienceknowledge discoverycausalitycausal modelscausal interactionscausal reasoningmixture modelmachine learning researchdata scienceknowledge graphscausal discovery

Linear Causal Bandits: Unknown Graph and Soft Interventions. arXiv (Cornell University) (2024)

Yan, ZiruiTajer, Ali

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wireless networks

signal processing

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computer science

signal processing

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Institution

Cornell University

strategy

electronic auction

Keith Michael Chugg

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signal detection

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